## Warning: package 'ggplot2' was built under R version 3.2.4
##
## Call:
## lm(formula = OLBover ~ OLBzscores[, 2] + OLBzscores[, 3] + OLBzscores[,
## 4] + OLBzscores[, 5] + OLBzscores[, 6] + OLBzscores[, 7] +
## OLBzscores[, 8] + OLBzscores[, 9] + OLBzscores[, 10] + OLBzscores[,
## 11] + OLBzscores[, 12] + OLBzscores[, 13] + OLBzscores[,
## 14] + OLBzscores[, 15] + OLBzscores[, 16] + OLBzscores[,
## 17] + OLBzscores[, 18], data = OLBzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.108611 -0.036004 0.000335 0.030434 0.133506
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.312e-16 3.872e-03 0.000 1.0000
## OLBzscores[, 2] 7.276e-02 6.038e-03 12.051 < 2e-16 ***
## OLBzscores[, 3] 3.641e-02 5.238e-03 6.952 8.26e-11 ***
## OLBzscores[, 4] 6.423e-02 4.815e-03 13.339 < 2e-16 ***
## OLBzscores[, 5] 3.375e-02 5.276e-03 6.397 1.60e-09 ***
## OLBzscores[, 6] 3.922e-01 7.622e-03 51.457 < 2e-16 ***
## OLBzscores[, 7] 1.269e-01 6.265e-03 20.246 < 2e-16 ***
## OLBzscores[, 8] 3.862e-03 4.096e-03 0.943 0.3471
## OLBzscores[, 9] 4.157e-03 5.445e-03 0.763 0.4464
## OLBzscores[, 10] 8.417e-03 4.630e-03 1.818 0.0709 .
## OLBzscores[, 11] 1.722e-01 5.315e-03 32.396 < 2e-16 ***
## OLBzscores[, 12] 1.742e-01 4.733e-03 36.811 < 2e-16 ***
## OLBzscores[, 13] 1.058e-01 5.890e-03 17.965 < 2e-16 ***
## OLBzscores[, 14] 7.058e-02 6.664e-03 10.591 < 2e-16 ***
## OLBzscores[, 15] 2.601e-01 8.160e-03 31.873 < 2e-16 ***
## OLBzscores[, 16] 6.247e-02 8.725e-03 7.159 2.63e-11 ***
## OLBzscores[, 17] 9.582e-02 8.585e-03 11.162 < 2e-16 ***
## OLBzscores[, 18] 3.936e-02 4.571e-03 8.612 5.87e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05209 on 163 degrees of freedom
## Multiple R-squared: 0.9976, Adjusted R-squared: 0.9973
## F-statistic: 3914 on 17 and 163 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OLBover ~ OLBReduced[, 2] + OLBReduced[, 3] + OLBReduced[,
## 4] + OLBReduced[, 5] + OLBReduced[, 6] + OLBReduced[, 7] +
## OLBReduced[, 8] + OLBReduced[, 9] + OLBReduced[, 10] + OLBReduced[,
## 11] + OLBReduced[, 12] + OLBReduced[, 13] + OLBReduced[,
## 14] + OLBReduced[, 15], data = OLBReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.121735 -0.035472 -0.000748 0.033763 0.149178
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.272e-16 3.897e-03 0.000 1
## OLBReduced[, 2] 7.244e-02 6.001e-03 12.071 < 2e-16 ***
## OLBReduced[, 3] 3.505e-02 5.190e-03 6.754 2.31e-10 ***
## OLBReduced[, 4] 6.450e-02 4.762e-03 13.545 < 2e-16 ***
## OLBReduced[, 5] 3.469e-02 5.218e-03 6.647 4.10e-10 ***
## OLBReduced[, 6] 3.922e-01 7.656e-03 51.235 < 2e-16 ***
## OLBReduced[, 7] 1.287e-01 6.180e-03 20.833 < 2e-16 ***
## OLBReduced[, 8] 1.721e-01 5.299e-03 32.467 < 2e-16 ***
## OLBReduced[, 9] 1.725e-01 4.672e-03 36.934 < 2e-16 ***
## OLBReduced[, 10] 1.071e-01 5.872e-03 18.233 < 2e-16 ***
## OLBReduced[, 11] 7.012e-02 6.698e-03 10.469 < 2e-16 ***
## OLBReduced[, 12] 2.649e-01 7.739e-03 34.228 < 2e-16 ***
## OLBReduced[, 13] 6.270e-02 8.723e-03 7.188 2.13e-11 ***
## OLBReduced[, 14] 9.552e-02 8.636e-03 11.060 < 2e-16 ***
## OLBReduced[, 15] 4.039e-02 4.569e-03 8.841 1.33e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05243 on 166 degrees of freedom
## Multiple R-squared: 0.9975, Adjusted R-squared: 0.9973
## F-statistic: 4692 on 14 and 166 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OLBover ~ OLBzscores[, 2] + OLBzscores[, 3] + OLBzscores[,
## 4] + OLBzscores[, 5] + OLBzscores[, 6] + OLBzscores[, 7] +
## OLBzscores[, 8] + OLBzscores[, 9] + OLBzscores[, 10] + OLBzscores[,
## 11] + OLBzscores[, 12] + OLBzscores[, 13] + OLBzscores[,
## 14] + OLBzscores[, 15] + OLBzscores[, 16] + OLBzscores[,
## 17] + OLBzscores[, 18], data = OLBzscores)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.108611 -0.036004 0.000335 0.030434 0.133506
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.312e-16 3.872e-03 0.000 1.0000
## OLBzscores[, 2] 7.276e-02 6.038e-03 12.051 < 2e-16 ***
## OLBzscores[, 3] 3.641e-02 5.238e-03 6.952 8.26e-11 ***
## OLBzscores[, 4] 6.423e-02 4.815e-03 13.339 < 2e-16 ***
## OLBzscores[, 5] 3.375e-02 5.276e-03 6.397 1.60e-09 ***
## OLBzscores[, 6] 3.922e-01 7.622e-03 51.457 < 2e-16 ***
## OLBzscores[, 7] 1.269e-01 6.265e-03 20.246 < 2e-16 ***
## OLBzscores[, 8] 3.862e-03 4.096e-03 0.943 0.3471
## OLBzscores[, 9] 4.157e-03 5.445e-03 0.763 0.4464
## OLBzscores[, 10] 8.417e-03 4.630e-03 1.818 0.0709 .
## OLBzscores[, 11] 1.722e-01 5.315e-03 32.396 < 2e-16 ***
## OLBzscores[, 12] 1.742e-01 4.733e-03 36.811 < 2e-16 ***
## OLBzscores[, 13] 1.058e-01 5.890e-03 17.965 < 2e-16 ***
## OLBzscores[, 14] 7.058e-02 6.664e-03 10.591 < 2e-16 ***
## OLBzscores[, 15] 2.601e-01 8.160e-03 31.873 < 2e-16 ***
## OLBzscores[, 16] 6.247e-02 8.725e-03 7.159 2.63e-11 ***
## OLBzscores[, 17] 9.582e-02 8.585e-03 11.162 < 2e-16 ***
## OLBzscores[, 18] 3.936e-02 4.571e-03 8.612 5.87e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05209 on 163 degrees of freedom
## Multiple R-squared: 0.9976, Adjusted R-squared: 0.9973
## F-statistic: 3914 on 17 and 163 DF, p-value: < 2.2e-16
## K-means clustering with 5 clusters of sizes 2, 5, 5, 1, 4
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 -16.414134 -7.878453 12.556538 -6.484530 158.956154 46.060206
## 2 5.332449 1.653125 -6.039797 10.474579 37.524377 25.795629
## 3 -8.529957 -4.742382 25.238717 -7.237152 32.295242 14.887311
## 4 4.276458 2.414426 1.933057 13.599816 33.794537 -4.058686
## 5 9.996463 6.753814 -5.912239 10.388137 -2.846846 3.071938
## Injury Stamina Toughness Power.Moves Finesse.Moves Block.Shedding
## 1 18.484009 36.373204 33.398389 52.3928177 30.157735 39.970028
## 2 4.173542 22.064647 5.958643 -0.6914119 -1.135488 10.392099
## 3 5.266826 4.425384 27.226740 54.8204236 1.592535 33.692259
## 4 3.535574 -1.494721 -11.811786 14.3822284 140.638797 -2.778115
## 5 7.247575 3.098872 -5.082850 -5.9364564 5.956568 -2.807397
## Pursuit Play.Recognition Man.Coverage Zone.Coverage Hit.Power
## 1 56.467311 155.111065 18.606369 31.000660 18.5590700
## 2 26.416765 37.878723 33.336262 38.384598 8.3426519
## 3 16.857526 30.455494 -10.997434 -7.210602 29.5576489
## 4 20.484715 26.520933 -9.999448 -10.609300 6.2372928
## 5 3.715362 -3.299708 8.980034 8.175913 0.6856123
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 5 5 3 5
## Awareness Tackle Injury Stamina
## 1 2 5 2
## Toughness Power.Moves Finesse.Moves Block.Shedding
## 3 3 4 3
## Pursuit Play.Recognition Man.Coverage Zone.Coverage
## 2 1 2 2
## Hit.Power
## 3
##
## Within cluster sum of squares by cluster:
## [1] 962.0268 12293.6205 19120.1428 0.0000 4566.3814
## (between_SS / total_SS = 79.3 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.6012571 0.3987429
## [1] 0.35257149 0.01154956 0.19609532 0.17356297 0.26622065
## [1] 0.16468935 0.02158166 0.44153054 0.27127718 0.10092127
## [1] 1
## [1] 0.49570111 0.24805494 0.22993283 0.02631113
##
## Call:
## lm(formula = OLBover ~ OLBReduced[, 2] + OLBReduced[, 3] + OLBReduced[,
## 4] + OLBReduced[, 5] + OLBReduced[, 6] + OLBReduced[, 7] +
## OLBReduced[, 8] + OLBReduced[, 9] + OLBReduced[, 10] + OLBReduced[,
## 11] + OLBReduced[, 12] + OLBReduced[, 13] + OLBReduced[,
## 14] + OLBReduced[, 15], data = OLBReduced)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.121735 -0.035472 -0.000748 0.033763 0.149178
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4.272e-16 3.897e-03 0.000 1
## OLBReduced[, 2] 7.244e-02 6.001e-03 12.071 < 2e-16 ***
## OLBReduced[, 3] 3.505e-02 5.190e-03 6.754 2.31e-10 ***
## OLBReduced[, 4] 6.450e-02 4.762e-03 13.545 < 2e-16 ***
## OLBReduced[, 5] 3.469e-02 5.218e-03 6.647 4.10e-10 ***
## OLBReduced[, 6] 3.922e-01 7.656e-03 51.235 < 2e-16 ***
## OLBReduced[, 7] 1.287e-01 6.180e-03 20.833 < 2e-16 ***
## OLBReduced[, 8] 1.721e-01 5.299e-03 32.467 < 2e-16 ***
## OLBReduced[, 9] 1.725e-01 4.672e-03 36.934 < 2e-16 ***
## OLBReduced[, 10] 1.071e-01 5.872e-03 18.233 < 2e-16 ***
## OLBReduced[, 11] 7.012e-02 6.698e-03 10.469 < 2e-16 ***
## OLBReduced[, 12] 2.649e-01 7.739e-03 34.228 < 2e-16 ***
## OLBReduced[, 13] 6.270e-02 8.723e-03 7.188 2.13e-11 ***
## OLBReduced[, 14] 9.552e-02 8.636e-03 11.060 < 2e-16 ***
## OLBReduced[, 15] 4.039e-02 4.569e-03 8.841 1.33e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05243 on 166 degrees of freedom
## Multiple R-squared: 0.9975, Adjusted R-squared: 0.9973
## F-statistic: 4692 on 14 and 166 DF, p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 5, 4, 5
##
## Cluster means:
## Speed Acceleration Strength Agility Awareness Tackle
## 1 0.5385480 0.46067624 -0.27058773 0.51848228 -0.01256873 0.1686218
## 2 -0.1155473 -0.09857138 0.09826626 0.02702344 0.74573612 0.6756397
## 3 -0.1432362 -0.10033964 0.42420501 -0.08592446 0.26799304 0.2044615
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 -0.2413304 0.02800918 -0.1248285 0.1653444 -0.01924429
## 2 0.3042432 0.14705220 0.4510116 0.7217020 0.75298651
## 3 0.4868875 0.23377842 0.4635217 0.2903011 0.24021113
## Man.Coverage Zone.Coverage Hit.Power
## 1 0.5689425 0.5314040 -0.00254706
## 2 0.2285075 0.3362793 0.25313512
## 3 -0.1657285 -0.1160558 0.41867132
##
## Clustering vector:
## Speed Acceleration Strength Agility
## 1 1 3 1
## Awareness Tackle Power.Moves Finesse.Moves
## 2 2 3 3
## Block.Shedding Pursuit Play.Recognition Man.Coverage
## 3 2 2 1
## Zone.Coverage Hit.Power
## 1 3
##
## Within cluster sum of squares by cluster:
## [1] 3.0989384 0.8563612 3.6392722
## (between_SS / total_SS = 65.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## [1] 0.2411451 0.1166778 0.1154794 0.2087217 0.3179760
## [1] 0.45822039 0.15036452 0.08192354 0.30949154
## [1] 0.11588422 0.30920426 0.30992292 0.19242171 0.07256688
## OVR Speed Acceleration Strength Agility Awareness
## 1 1.7691337 0.3140819 0.05411436 0.54378224 0.5680191 1.1893014
## 2 0.5191291 -0.7102723 -0.49661504 0.36766847 -0.6090521 0.7611501
## 3 0.2622389 0.3867124 0.27944209 -0.94833460 0.5871909 0.3062497
## 4 -1.0094551 0.8064751 0.77076144 -0.21153276 0.9147593 -1.0687401
## 5 -0.7134722 -0.1191842 -0.12424981 0.08415364 -0.4420524 -0.6898878
## Tackle Injury Stamina Toughness Power.Moves Finesse.Moves
## 1 1.4999716 0.50642853 1.2975219 0.5656401 1.0423954 0.44360816
## 2 0.3602210 0.17508159 0.1292409 0.4828624 0.4284903 -0.14592866
## 3 0.2248699 0.02747498 0.6063862 -0.2751894 -0.6711575 -0.02707956
## 4 -0.5383967 -0.56527882 -0.1191328 -0.6771337 -1.1281235 -0.25029754
## 5 -0.6905877 -0.07281031 -0.8200286 -0.1349484 0.1434836 0.08517738
## Block.Shedding Pursuit Play.Recognition Man.Coverage Zone.Coverage
## 1 1.3074649 1.6657754 1.2368037 0.7914235 1.0458534
## 2 0.4084305 0.2252273 0.6928867 -0.4133050 -0.2594486
## 3 -0.2697079 0.3448592 0.3657736 1.0526278 0.8723574
## 4 -1.0223173 -0.8559307 -1.0265464 0.6466366 0.4364520
## 5 -0.1865599 -0.5557332 -0.7023509 -0.7860907 -0.8122561
## Hit.Power
## 1 0.91628482
## 2 0.06242705
## 3 -0.26099705
## 4 -0.59371520
## 5 0.02561378
## Speed Acceleration Strength Agility Awareness Tackle
## 1 0.39639418 0.5277517 0.1825632 -0.09266087 -0.3348429 -0.1050004
## 2 -1.16236630 -0.9369296 0.5975530 -1.10028246 0.4997898 0.3420953
## 3 -0.05778949 -0.3341804 -1.2731244 0.28373598 0.2489904 0.3138045
## 4 1.14641877 1.1346001 -0.0434051 1.16416275 -0.6438615 -0.1912462
## 5 -0.44642118 -0.6657538 0.3746161 0.02507437 0.4204315 -0.3873132
## Injury Stamina Toughness Power.Moves Finesse.Moves
## 1 0.36249259 -0.4472438 -0.06775601 0.56256419 0.07601714
## 2 -0.03780256 0.1524639 0.49476278 0.45262362 -0.68591668
## 3 -0.11976574 0.6295625 -0.28630626 -0.70171125 -0.57314731
## 4 -0.29216652 0.1550557 -0.55188740 -0.86952122 0.18871749
## 5 -0.21352504 -0.2031414 0.41548367 0.04660413 1.18540168
## Block.Shedding Pursuit Play.Recognition Man.Coverage Zone.Coverage
## 1 0.2497465 -0.10445752 -0.3543277 -0.4646369 -0.4114491
## 2 0.7322535 0.21544912 0.5648661 -0.5069757 -0.3213537
## 3 -0.4590496 0.30435466 0.2748664 0.8761411 0.8067413
## 4 -0.7254133 -0.47916282 -0.5639382 0.9644018 0.7503395
## 5 -0.1301855 0.09373324 0.2598307 -0.4700864 -0.5045526
## Hit.Power
## 1 0.45405228
## 2 0.03743770
## 3 -0.45392957
## 4 -0.30830316
## 5 -0.09092112
## OVR Speed Acceleration Strength Agility Awareness
## 1 1.6990897 -0.2875647 -0.1293598 1.32366098 0.2420534 1.2253596
## 2 0.2865543 -0.5547083 -0.3486821 0.14412139 -0.6599793 0.5908082
## 3 1.0526535 0.6998865 0.3081556 -0.91083923 0.9715530 0.7890559
## 4 -0.7503103 0.7040573 0.5988916 -0.54070288 0.8406287 -0.7650504
## 5 -0.8028068 -0.1064166 -0.1347486 0.07950792 -0.3939404 -0.7971093
## Tackle Power.Moves Finesse.Moves Block.Shedding Pursuit
## 1 0.8373423 1.2649679 1.03732032 1.4108061 1.40467229
## 2 0.3109021 0.1469352 -0.39085036 0.2587440 0.03099527
## 3 1.1408229 -0.1573145 0.24630809 0.2166421 1.12295581
## 4 -0.4221922 -1.0314466 -0.32948601 -0.9048004 -0.55772346
## 5 -0.7540456 0.1228749 0.09373912 -0.2551780 -0.61281746
## Play.Recognition Man.Coverage Zone.Coverage Hit.Power
## 1 1.2001124 -0.0007771257 0.2994641 0.90601225
## 2 0.5023867 -0.2462923403 -0.1631710 -0.03555904
## 3 0.8385459 1.2785568668 1.2237018 0.36640042
## 4 -0.6999094 0.8851966768 0.7004835 -0.66206469
## 5 -0.7678949 -0.8272985157 -0.8735526 -0.01571705
## Speed Acceleration Strength Agility Awareness Tackle
## 1 0.4853388205 0.4112685 0.2133817 0.4715042 -0.4364273 -0.5141084
## 2 0.2196804024 0.4081262 0.0347877 -0.6101256 -0.1986338 0.2342493
## 3 -0.0003375623 -0.2183645 -1.1623502 0.3032744 0.3110850 0.2888407
## 4 1.0683318629 1.0033221 -0.1518544 1.1132397 -0.7721407 -0.2667757
## 5 -1.1591132210 -1.0598900 0.7783781 -0.7014475 0.7002033 0.1235829
## Power.Moves Finesse.Moves Block.Shedding Pursuit Play.Recognition
## 1 0.2477017 0.88837643 -0.2701537 -0.18567341 -0.4246869
## 2 0.4756747 -0.48576898 0.6532213 -0.06914518 -0.1673584
## 3 -0.6766565 -0.42112843 -0.4496342 0.30160272 0.3308737
## 4 -1.0675355 0.01662880 -0.8315274 -0.60124202 -0.7343633
## 5 0.5264788 0.04693395 0.4638404 0.31024844 0.6283453
## Man.Coverage Zone.Coverage Hit.Power
## 1 -0.5292455 -0.6972113 0.3399351
## 2 -0.4482104 -0.2594704 0.2129731
## 3 0.8995123 0.8239300 -0.3306475
## 4 0.9740599 0.7832150 -0.5333584
## 5 -0.4522759 -0.3191173 0.1138327
## Overall Speed And Coverage Tackling And Awareness
## 1 1.7851743 0.1283231 1.2887913
## 2 0.3697821 -0.3926429 0.4804619
## 3 0.8850292 0.9798881 0.7688825
## 4 -0.6695595 0.6188775 -0.5574009
## 5 -0.9171325 -0.5685405 -0.8626293
## Power And Pass Rushing
## 1 1.12683821
## 2 0.16189164
## 3 -0.13292343
## 4 -0.68470626
## 5 -0.01729736
## Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1 -0.09573656 -0.35448726 0.4502238
## 2 -0.19893788 0.40611431 -0.2071764
## 3 0.61055747 0.05230206 -0.6628595
## 4 1.21855841 -0.78281479 -0.4357436
## 5 -1.04031931 0.60927093 0.4310484
## Overall Awareness Tackling And Coverage Power
## 1 1.5712996 1.2469665 0.45870188 1.05525240
## 2 0.4115640 0.7761716 0.09014481 0.31312011
## 3 0.9098404 0.6740738 0.91687665 -0.01114009
## 4 -0.5819231 -0.5218808 -0.47273247 -0.63324665
## 5 -0.8567314 -0.8443210 -0.36859015 -0.09043876
## Finesse Pass Rushing Speed
## 1 1.2328085 -0.26553482
## 2 -0.7200596 -0.81543077
## 3 0.2928080 0.61331291
## 4 0.8445918 0.21708650
## 5 -0.8274570 0.03665358
## Awareness Tackling And Coverage Power Finesse Pass Rushing
## 1 -0.4388108 -0.09636174 0.4715131 -0.3147398
## 2 0.6251098 -0.02427656 0.7209243 -0.3561443
## 3 0.5098411 0.68048651 -0.5210988 -0.7670824
## 4 -0.6325655 -0.03035344 -0.7739336 0.5816667
## 5 0.1529360 -0.51674139 -0.2684645 1.1801572
## Speed
## 1 0.37839929
## 2 -0.96561332
## 3 0.09785363
## 4 0.85518587
## 5 -0.54788738
## Speed And Coverage Tackling And Awareness
## Daniel Adongo 0.279235593 -0.838867264
## Dan Skuta -0.562597635 0.652481144
## Jeremiah Attaochu 0.022801204 -0.309556588
## Bjoern Werner -0.509366723 0.369424249
## Trent Murphy -0.599558358 0.406488538
## Jonathan Massaquoi -0.152728309 0.237232925
## Anthony Barr 0.080561560 -0.163414176
## Shaquille Riddick 0.246695964 -0.808150606
## Cornelius Washington 0.203866770 -0.831468092
## Markus Golden -0.006175659 -0.342780028
## James Harrison -1.188857609 1.004628926
## Preston Smith -0.427436568 -0.265957147
## Ryan Kerrigan -0.875492706 0.410030813
## John Simon -0.203965920 0.030065006
## Kyle Emanuel -0.504544798 -0.454848040
## Anthony Chickillo -0.263166989 0.117713395
## Frank Zombo 0.324772591 0.548302329
## Zach Vigil 1.308584345 -0.575964384
## Colton Underwood -0.133723646 0.077451552
## Dezman Moses -0.200664735 -0.175980998
## Ray Ray Armstrong 0.784259899 -0.342585844
## Ronald Powell 0.464161639 -0.888811533
## Emmanuel Lamur 0.515013056 -0.029697273
## Neiron Ball 1.068667907 -0.924741058
## Jarvis Jones -0.425142524 0.015327752
## Randell Johnson 0.049091083 -0.449068591
## Lorenzo Mauldin -0.431675520 -0.009479304
## Erik Walden -0.701255662 0.328846359
## Jo-Lonn Dunbar -0.133711188 0.579626193
## Justin Durant 0.344974584 0.613688417
## Kevin Reddick 0.384843389 -0.119524345
## Vincent Rey 0.510967366 0.420408733
## Trevardo Williams 0.551772572 -0.826625425
## Brooks Reed -0.443050141 0.575121833
## Lorenzo Alexander -1.387197147 0.815497178
## David Bass -0.622390130 -0.068674675
## Nate Orchard -0.625029901 0.007655523
## Spencer Paysinger -0.075531482 0.674488955
## Devon Kennard -0.048157325 0.076051803
## Arthur Moats -0.704168845 0.287853398
## Akeem Ayers 0.141168438 -0.039972190
## Ahmad Brooks -0.320809956 0.639886536
## DeAndre Levy -0.133980386 1.127092376
## Kyle Van Noy 0.639334631 -0.133189894
## Rufus Johnson -0.315575001 -0.395880644
## K.J. Wright 0.056862517 0.634701316
## Tyler Starr 0.573172070 -0.756763016
## Armonty Bryant -0.390392214 -0.284073535
## Khalil Mack 0.073358481 -0.103005472
## Jason Babin -1.157159229 1.109273567
## Andy Mulumba -0.174300199 -0.169560794
## Lerentee McCray -0.078376707 -0.219317559
## Dekoda Watson 1.131897767 -0.353630741
## Sio Moore 0.083281049 0.015829697
## Adarius Glanton 1.079494762 -0.604206897
## John Lotulelei 0.064689388 0.064025680
## Hau'oli Kikaha -0.644790824 -0.347067649
## Za'Darius Smith -1.280671523 0.075675023
## Jackson Jeffcoat 0.279478328 -0.725835886
## Aaron Lynch -0.156213910 -0.226914972
## Aldon Smith -0.571208606 -0.063346849
## Cam Johnson -0.071520901 -0.580405413
## Shaq Thompson 0.970445268 -0.266224089
## Nate Askew 1.717634623 -1.197159998
## Sean Porter 0.508953150 -0.264078816
## Tony Steward 0.642841818 -0.274837634
## Anthony Hitchens -0.064868297 0.388353711
## Jonathan Casillas 0.983024284 0.160047778
## Bruce Irvin 0.120676851 0.018861243
## Gerald Hodges 0.480680560 0.441234208
## Thomas Davis 0.264485428 0.581567822
## Jelani Jenkins 0.895627397 -0.207755478
## Telvin Smith 1.025850599 -0.128365454
## A.J. Tarpley 1.045683937 0.045971200
## Marquis Spruill 0.227572256 -0.417072103
## LaRoy Reynolds 0.546006152 -0.200519954
## Nigel Bradham 0.559644659 -0.005432450
## Andrew Hudson -0.044379955 -0.803189311
## Bruce Carter 0.298622714 0.136869470
## Brandon Hepburn 0.170502177 0.320526157
## Kevin Pierre-Louis 1.221234295 -0.670274152
## Edmond Robinson 1.414846532 -0.861450524
## Brandon Watts 1.744478277 -0.999179094
## Korey Toomer 1.376549847 -1.018154080
## Jadeveon Clowney -0.218213620 -0.549693713
## Jason Williams 1.264759678 -0.440503460
## Jonathan Newsome -0.024458861 -0.281543688
## Mark Nzeocha 1.160329580 -0.891876029
## Kyle Wilber 0.227911924 0.200345766
## Khairi Fortt 0.939898277 -0.734588213
## Eli Harold 0.015698241 -0.657837813
## Sam Montgomery -0.215002299 -0.491225380
## Larry Dean 1.004026965 -0.045615457
## Tourek Williams -0.571627454 -0.220489660
## Trevor Reilly -0.116682869 -0.281688938
## Benardrick McKinney -0.175741483 0.073558449
## Corey Lemonier 0.230011029 -0.331823727
## Keith Rivers 0.098313753 0.423179524
## Darius Fleming 0.250918177 -0.829174860
## Josh Kaddu 0.950093715 -0.576175262
## Bud Dupree 0.347257892 -0.513742222
## Kwon Alexander 1.288058362 -1.506346262
## Sean Lee 0.196243732 0.802206030
## Jordan Zumwalt 0.318442880 -0.167132472
## P.J. Dawson 0.703558210 -0.146434775
## Malcolm Smith 0.792200001 0.124774098
## Mike Morgan 0.783781538 0.049936585
## Mike Neal -0.988805162 0.376184582
## Lamarr Houston -1.054370465 0.851875067
## Willie Young -1.277817577 0.566750119
## Jordan Tripp 0.881917865 -0.641767121
## Michael Mauti 0.071155964 0.570349909
## Jayson DiManche 0.653073923 -0.348955700
## Ikemefuna Enemkpali -0.741580348 -0.208498977
## Parys Haralson -0.636766713 0.641018344
## Calvin Pace -0.533268612 0.921286508
## Marcus Smith 0.187493150 -0.190148116
## Bryan Braman -0.213042783 0.393073432
## Marshall McFadden 0.033056198 -0.087457172
## Elvis Dumervil -1.289279207 0.834257726
## Scott Solomon -0.475784047 -0.209552667
## Josh Martin 0.068174087 -0.339437378
## Kaelin Burnett 0.556772474 -0.218181754
## Pernell McPhee -1.490654174 0.485651539
## Victor Butler -0.471843990 0.261379477
## Kourtnei Brown 0.146267132 -0.567133123
## Terrell Suggs -1.662035431 0.905570893
## Connor Barwin -0.526735716 0.331391319
## Joe Kruger -0.169921885 -0.320222450
## Chris McCain 0.711279912 -0.329253410
## Shane Ray -0.322893034 -0.281394282
## Melvin Ingram -0.392886119 -0.253922237
## Cordarro Law -0.541194088 -0.175385703
## Jayrone Elliott 0.150545033 -0.327275595
## Mark Herzlich -0.417342871 1.194700216
## Shea McClellin -0.461925204 0.554831897
## Adrian Hubbard 0.697955434 -0.956056742
## Matt Shaughnessy -0.939080164 0.979351793
## Justin Houston -0.722341354 0.197857896
## Nick Perry -0.159225918 0.012553478
## Kasim Edebali -0.019145841 -0.098903169
## A.J. Klein 0.671443254 0.230450791
## Cameron Lawrence 0.610893312 -0.020454147
## Chris Carter -0.099421871 0.173371254
## Von Miller -0.512632639 0.053774645
## DeMarcus Ware -0.405045725 0.440711110
## Anthony Spencer -0.053546645 0.273471626
## Davis Tull 0.469604472 -0.815435524
## Jamie Collins 0.136042943 0.206970766
## Jonathan Freeny -0.174214381 0.154870847
## Whitney Mercilus -0.398876699 0.311268300
## Paul Kruger -1.014935364 0.598102921
## Courtney Upshaw -0.812617157 0.474238086
## Julian Stanford 0.651187858 -0.276732885
## Chad Greenway -0.217081855 0.889095676
## Barkevious Mingo -0.208359373 -0.021779219
## Deiontrez Mount 0.398837740 -0.793631918
## Junior Galette -0.888911171 0.476335685
## Marquis Flowers 1.469091695 -0.355777409
## Alec Ogletree 0.222359330 0.167353325
## Lavonte David 0.644316016 0.756616860
## Nate Palmer 0.227939334 -0.383377149
## Dee Ford 0.038164111 -0.354734031
## Quinton Coples -0.619123658 0.204038924
## Robert Mathis -1.109121818 0.974299550
## Brandon Graham -1.109674095 0.370442442
## LaMarr Woodley -0.503626878 0.640442060
## Julius Peppers -0.770683319 0.635361254
## Dont'a Hightower -0.090110451 0.271604733
## Jason Ankrah -0.089868807 -0.650376737
## Josh Bynes -0.505095662 0.399175127
## Chris White 0.159320603 0.302292253
## Alex Okafor -0.528430790 0.015529879
## O'Brien Schofield -0.150726772 0.187883085
## Derrick Morgan -0.253972001 0.003372221
## Vontaze Burfict -0.382360306 0.505864364
## J.T. Thomas 0.895988466 0.075770519
## Jared Allen -1.484580485 1.132825974
## Brian Orakpo -0.765939649 0.254850732
## Tamba Hali -1.152215462 0.780468912
## Trent Cole -1.042074488 0.913557193
## Power And Pass Rushing
## Daniel Adongo 0.559631671
## Dan Skuta -0.089883509
## Jeremiah Attaochu 0.286755384
## Bjoern Werner 0.139942474
## Trent Murphy 0.193069820
## Jonathan Massaquoi -0.084504617
## Anthony Barr 0.082852616
## Shaquille Riddick 0.561454641
## Cornelius Washington 0.627601321
## Markus Golden 0.348955687
## James Harrison 0.184228683
## Preston Smith 0.693393715
## Ryan Kerrigan 0.465461893
## John Simon 0.173900914
## Kyle Emanuel 0.959392838
## Anthony Chickillo 0.145453593
## Frank Zombo -0.873074920
## Zach Vigil -0.732619962
## Colton Underwood 0.056272094
## Dezman Moses 0.376645732
## Ray Ray Armstrong -0.441674056
## Ronald Powell 0.424649894
## Emmanuel Lamur -0.485315783
## Neiron Ball -0.143926849
## Jarvis Jones 0.409814772
## Randell Johnson 0.399977508
## Lorenzo Mauldin 0.441154825
## Erik Walden 0.372409303
## Jo-Lonn Dunbar -0.445915006
## Justin Durant -0.958663002
## Kevin Reddick -0.265319044
## Vincent Rey -0.931376099
## Trevardo Williams 0.274852853
## Brooks Reed -0.132071692
## Lorenzo Alexander 0.571699970
## David Bass 0.691064805
## Nate Orchard 0.617374379
## Spencer Paysinger -0.598957473
## Devon Kennard -0.027894478
## Arthur Moats 0.416315447
## Akeem Ayers -0.101196248
## Ahmad Brooks -0.319076580
## DeAndre Levy -0.993111990
## Kyle Van Noy -0.506144737
## Rufus Johnson 0.711455644
## K.J. Wright -0.691563832
## Tyler Starr 0.183590945
## Armonty Bryant 0.674465750
## Khalil Mack 0.029646991
## Jason Babin 0.047885663
## Andy Mulumba 0.343860993
## Lerentee McCray 0.297694267
## Dekoda Watson -0.778267026
## Sio Moore -0.099110747
## Adarius Glanton -0.475287865
## John Lotulelei -0.128715068
## Hau'oli Kikaha 0.991858474
## Za'Darius Smith 1.204996501
## Jackson Jeffcoat 0.446357558
## Aaron Lynch 0.383128882
## Aldon Smith 0.634555456
## Cam Johnson 0.651926313
## Shaq Thompson -0.704221179
## Nate Askew -0.520474626
## Sean Porter -0.244874334
## Tony Steward -0.368004184
## Anthony Hitchens -0.323485414
## Jonathan Casillas -1.143072062
## Bruce Irvin -0.139538093
## Gerald Hodges -0.921914767
## Thomas Davis -0.846053250
## Jelani Jenkins -0.687871920
## Telvin Smith -0.897485145
## A.J. Tarpley -1.091655136
## Marquis Spruill 0.189499847
## LaRoy Reynolds -0.345486198
## Nigel Bradham -0.554212210
## Andrew Hudson 0.847569266
## Bruce Carter -0.435492183
## Brandon Hepburn -0.491028334
## Kevin Pierre-Louis -0.550960143
## Edmond Robinson -0.553396008
## Brandon Watts -0.745299183
## Korey Toomer -0.358395768
## Jadeveon Clowney 0.767907333
## Jason Williams -0.824256217
## Jonathan Newsome 0.306002550
## Mark Nzeocha -0.268453551
## Kyle Wilber -0.428257690
## Khairi Fortt -0.205310064
## Eli Harold 0.642139572
## Sam Montgomery 0.706227679
## Larry Dean -0.958411508
## Tourek Williams 0.792117114
## Trevor Reilly 0.398371808
## Benardrick McKinney 0.102183033
## Corey Lemonier 0.101812698
## Keith Rivers -0.521493277
## Darius Fleming 0.578256684
## Josh Kaddu -0.373918453
## Bud Dupree 0.166484330
## Kwon Alexander 0.218287900
## Sean Lee -0.998449761
## Jordan Zumwalt -0.151310407
## P.J. Dawson -0.557123435
## Malcolm Smith -0.916974098
## Mike Morgan -0.833718124
## Mike Neal 0.612620580
## Lamarr Houston 0.202495398
## Willie Young 0.711067458
## Jordan Tripp -0.240150744
## Michael Mauti -0.641505873
## Jayson DiManche -0.304118224
## Ikemefuna Enemkpali 0.950079325
## Parys Haralson -0.004251631
## Calvin Pace -0.388017895
## Marcus Smith 0.002654966
## Bryan Braman -0.180030648
## Marshall McFadden 0.054400974
## Elvis Dumervil 0.455021481
## Scott Solomon 0.685336714
## Josh Martin 0.271263291
## Kaelin Burnett -0.338590720
## Pernell McPhee 1.005002634
## Victor Butler 0.210464513
## Kourtnei Brown 0.420865991
## Terrell Suggs 0.756464538
## Connor Barwin 0.195344397
## Joe Kruger 0.490144336
## Chris McCain -0.382026502
## Shane Ray 0.604287316
## Melvin Ingram 0.646808356
## Cordarro Law 0.716579791
## Jayrone Elliott 0.176730562
## Mark Herzlich -0.777357346
## Shea McClellin -0.092906693
## Adrian Hubbard 0.258101307
## Matt Shaughnessy -0.040271629
## Justin Houston 0.524483458
## Nick Perry 0.146672441
## Kasim Edebali 0.118049009
## A.J. Klein -0.901894045
## Cameron Lawrence -0.590439165
## Chris Carter -0.073949382
## Von Miller 0.458857995
## DeMarcus Ware -0.035665385
## Anthony Spencer -0.219924980
## Davis Tull 0.345831052
## Jamie Collins -0.343013709
## Jonathan Freeny 0.019343534
## Whitney Mercilus 0.087608399
## Paul Kruger 0.416832443
## Courtney Upshaw 0.338379071
## Julian Stanford -0.374454974
## Chad Greenway -0.672013822
## Barkevious Mingo 0.230138593
## Deiontrez Mount 0.394794178
## Junior Galette 0.412575486
## Marquis Flowers -1.113314287
## Alec Ogletree -0.389712654
## Lavonte David -1.400932876
## Nate Palmer 0.155437815
## Dee Ford 0.316569920
## Quinton Coples 0.415084735
## Robert Mathis 0.134822268
## Brandon Graham 0.739231653
## LaMarr Woodley -0.136815182
## Julius Peppers 0.135322065
## Dont'a Hightower -0.181494283
## Jason Ankrah 0.740245545
## Josh Bynes 0.105920535
## Chris White -0.461612856
## Alex Okafor 0.512900910
## O'Brien Schofield -0.037156314
## Derrick Morgan 0.250599780
## Vontaze Burfict -0.123504058
## J.T. Thomas -0.971758985
## Jared Allen 0.351754511
## Brian Orakpo 0.511088918
## Tamba Hali 0.371746551
## Trent Cole 0.128517295
## Awareness Tackling And Coverage Power
## Daniel Adongo -1.14203173 -0.494469017 0.4688887840
## Dan Skuta 0.68885439 0.174724924 0.0025322103
## Jeremiah Attaochu -0.38891085 -0.780776174 -0.0735284142
## Bjoern Werner 0.56172565 -0.085862264 0.5014749733
## Trent Murphy 0.24979863 0.216625210 0.4594913487
## Jonathan Massaquoi 0.46067844 -0.228821017 0.1217307950
## Anthony Barr -0.42944629 -0.392826814 -0.1108025187
## Shaquille Riddick -1.17008973 -1.159056011 -0.3954624327
## Cornelius Washington -0.79555999 -0.474753760 1.3297110750
## Markus Golden -0.43632962 -0.047556844 0.5097867141
## James Harrison 1.62628247 -0.072436774 1.0155371335
## Preston Smith -0.48094494 -0.290585104 0.9929661072
## Ryan Kerrigan 0.56485896 -0.277686726 0.8307362755
## John Simon -0.15061078 0.232897897 0.3827508364
## Kyle Emanuel -0.64474203 -0.826012808 1.0755292946
## Anthony Chickillo 0.14307882 0.005943025 1.0109823055
## Frank Zombo 0.85932339 0.957169639 -0.2273470095
## Zach Vigil -0.60325951 0.453314476 -1.0421722817
## Colton Underwood 0.36723979 -0.830009529 0.4272828090
## Dezman Moses -0.04275878 -0.439420944 0.5153055536
## Ray Ray Armstrong -0.32389597 0.280244583 -0.7448082677
## Ronald Powell -1.16046970 -0.347743391 0.5003555217
## Emmanuel Lamur 0.18343842 -0.025212511 -0.8614602175
## Neiron Ball -1.23235174 0.603509744 0.0004524533
## Jarvis Jones 0.08726179 -0.165173519 0.6324001288
## Randell Johnson -0.30586915 -0.572022943 0.6870915318
## Lorenzo Mauldin -0.46441122 -0.264477966 -0.3033077826
## Erik Walden 0.47994297 -0.150855684 0.5143590947
## Jo-Lonn Dunbar 0.76041166 0.188177461 -0.6710148476
## Justin Durant 0.60432193 0.758746082 -1.2736701786
## Kevin Reddick 0.05305153 0.357660453 0.2852192634
## Vincent Rey 0.39204310 1.005835965 -0.9250085482
## Trevardo Williams -1.38436877 -0.019753750 -0.6923406631
## Brooks Reed 0.60313072 0.074096925 0.2065532722
## Lorenzo Alexander 1.35259870 0.297331710 1.4544377598
## David Bass -0.08187866 -1.272718711 -0.0922140495
## Nate Orchard 0.14122403 -1.550431481 -0.1978109482
## Spencer Paysinger 0.83973543 0.388907835 -0.6383570715
## Devon Kennard 0.05699087 0.139737500 -0.0160108668
## Arthur Moats 0.29035923 -0.498086184 0.2582716587
## Akeem Ayers 0.05582090 0.317453168 0.0774619784
## Ahmad Brooks 0.95674370 0.815920121 0.9408055845
## DeAndre Levy 1.18412971 0.952834304 -0.8565228547
## Kyle Van Noy -0.16795237 0.667019318 -0.3805944723
## Rufus Johnson -0.48397335 -0.373059888 0.8656690583
## K.J. Wright 0.78048682 1.121585155 -0.3408949899
## Tyler Starr -1.02312844 0.225810601 -0.4926429923
## Armonty Bryant -0.59061448 -0.682281217 -0.0668188306
## Khalil Mack -0.50859261 0.489045902 0.2377999405
## Jason Babin 1.33489130 -0.225974577 0.3320669980
## Andy Mulumba -0.24364032 -0.518313251 -0.3029442795
## Lerentee McCray -0.24030698 -0.398017577 0.2703768349
## Dekoda Watson -0.36272091 0.169833926 -1.4531438527
## Sio Moore -0.02482283 0.187758270 -0.0141119527
## Adarius Glanton -0.65760204 0.727314397 -0.2048603253
## John Lotulelei 0.03672895 0.509144896 0.4994696584
## Hau'oli Kikaha -0.51954738 -0.890510586 0.5391267629
## Za'Darius Smith -0.19206817 -1.365189235 1.6718030793
## Jackson Jeffcoat -0.75749073 -0.550150669 0.5653893653
## Aaron Lynch -0.06864755 -0.598568318 0.3615274416
## Aldon Smith -0.32287725 0.066618077 0.7551482701
## Cam Johnson -0.69364307 -0.233935616 1.1858521741
## Shaq Thompson -0.48734881 0.964564466 -0.8775404746
## Nate Askew -1.34831907 -0.122288066 -1.2986020804
## Sean Porter -0.38021479 0.156517543 -0.9325393248
## Tony Steward -0.43989404 0.131658431 -0.3390677518
## Anthony Hitchens 0.51499291 0.083908113 0.2710023625
## Jonathan Casillas 0.42695178 0.576972642 -1.5056647341
## Bruce Irvin -0.25756620 0.357036339 0.0609736389
## Gerald Hodges 0.47617199 1.285822504 -0.8749881273
## Thomas Davis 0.74090899 1.257028275 -0.5235545749
## Jelani Jenkins 0.13774170 0.404267259 -0.7782544058
## Telvin Smith -0.32250151 0.579910187 -1.3348533180
## A.J. Tarpley 0.26529899 0.517905330 -1.0104515609
## Marquis Spruill -0.77975515 -0.211861419 -0.3221562948
## LaRoy Reynolds -0.09589011 0.359291495 0.2740925770
## Nigel Bradham 0.01566032 0.986934341 -0.0919298752
## Andrew Hudson -1.06436076 -0.405882042 0.7976472576
## Bruce Carter 0.04285239 0.169652965 -0.8741854100
## Brandon Hepburn 0.24671796 0.259932673 -0.2139006984
## Kevin Pierre-Louis -0.83074068 0.336311171 -0.6448896958
## Edmond Robinson -1.27634587 0.907536710 -0.8613585696
## Brandon Watts -1.17592375 0.264846822 -0.8879081547
## Korey Toomer -1.12631330 0.147962652 -0.8334493464
## Jadeveon Clowney -0.84014938 -0.861263827 0.6889955079
## Jason Williams -0.26593667 0.195779114 -1.2832837416
## Jonathan Newsome -0.01610156 -0.525027659 0.2096018109
## Mark Nzeocha -1.30159941 0.542629012 -0.5623964571
## Kyle Wilber 0.09548065 0.384250755 -1.0333979166
## Khairi Fortt -0.41936077 0.183061413 0.6102287407
## Eli Harold -1.35470406 -0.645108820 -0.1444939595
## Sam Montgomery -0.85944142 0.173328438 0.9773659219
## Larry Dean -0.05858550 0.072460501 -1.4296144141
## Tourek Williams -0.23143263 -0.337101379 0.9217551622
## Trevor Reilly -0.48881408 -0.491298711 -0.1339608881
## Benardrick McKinney -0.36542252 0.396459984 0.7031631246
## Corey Lemonier -0.46350850 -0.336597274 -0.6281598988
## Keith Rivers 0.46559396 0.201355594 -0.5280762692
## Darius Fleming -0.87895304 -0.237258874 0.7953471892
## Josh Kaddu -0.65372622 0.988383976 0.3603086293
## Bud Dupree -0.89976035 -0.040815435 0.0754046093
## Kwon Alexander -1.83531952 0.284274816 0.4654075766
## Sean Lee 1.01319987 1.172220455 -0.5071184200
## Jordan Zumwalt -0.26009497 0.336084851 0.1825127336
## P.J. Dawson 0.04453097 0.531041236 0.1800089627
## Malcolm Smith 0.35574123 0.196770685 -1.1807303907
## Mike Morgan 0.12613505 0.472481663 -0.7076094926
## Mike Neal 0.51954219 -0.272938060 0.8885802648
## Lamarr Houston 1.15531809 -0.099389863 0.6782399550
## Willie Young 0.65041985 -1.055894603 0.0972457410
## Jordan Tripp -0.64451354 -0.059431098 -0.2932965153
## Michael Mauti 0.68535384 0.980392701 0.0826949923
## Jayson DiManche -0.38697717 -0.354443299 -0.9360964807
## Ikemefuna Enemkpali -0.33352723 0.053258021 1.2372508337
## Parys Haralson 0.74993509 0.024486247 -0.5219498863
## Calvin Pace 1.47381328 0.601131189 0.4625577623
## Marcus Smith -0.45316225 0.362808068 0.1957402886
## Bryan Braman 0.61642634 0.070477129 0.0427199531
## Marshall McFadden -0.26863703 0.233356309 -0.4787372439
## Elvis Dumervil 1.09473980 -0.702525301 -0.2148576349
## Scott Solomon 0.09183903 -0.509694966 1.0148286112
## Josh Martin -0.39952913 -0.334921916 0.3600787427
## Kaelin Burnett -0.26038865 -0.159691063 -0.8611442767
## Pernell McPhee 0.59548271 -0.622728438 1.1852992254
## Victor Butler 0.35399552 -0.422508455 -0.2513656973
## Kourtnei Brown -0.60882419 -0.302704508 0.5108383255
## Terrell Suggs 0.80368678 -0.211755044 1.0065766407
## Connor Barwin 0.62783153 -0.622654248 0.2421984237
## Joe Kruger -0.56913833 0.321125180 0.6270708912
## Chris McCain -0.09357392 -0.139686808 -1.0368268426
## Shane Ray -0.71129274 -0.702166988 -0.1551335603
## Melvin Ingram -0.32960629 -0.869452452 0.0837747603
## Cordarro Law -0.22793086 -0.362916736 0.0989324898
## Jayrone Elliott -0.36795720 -0.476408445 -0.4688219931
## Mark Herzlich 1.28609417 1.198583959 -0.1609194857
## Shea McClellin 0.23959335 -0.158372680 -0.7934709804
## Adrian Hubbard -0.91354032 0.186570033 0.9734343069
## Matt Shaughnessy 1.04739288 0.823740025 0.8509315934
## Justin Houston 0.06780652 0.066982720 0.6199633160
## Nick Perry 0.07970799 -0.456998001 0.2769753913
## Kasim Edebali 0.14723679 -0.406236377 0.3172894971
## A.J. Klein 0.47777230 0.878825767 -0.4095701755
## Cameron Lawrence 0.13154354 0.704225551 -0.1315732376
## Chris Carter 0.14829473 -0.767708148 -0.9296207157
## Von Miller -0.35192836 -0.189145812 0.0265972332
## DeMarcus Ware 1.01226731 -0.506323968 0.3925524498
## Anthony Spencer 0.73607219 -0.443094174 -0.7118229660
## Davis Tull -1.05288061 -1.216740398 -0.4913925833
## Jamie Collins 0.11092722 0.753032726 -0.3209236985
## Jonathan Freeny 0.22188496 -0.224722974 -0.0069330009
## Whitney Mercilus 0.18756674 0.068849471 0.2661756818
## Paul Kruger 0.65877107 -0.221633571 0.0545748236
## Courtney Upshaw 0.37669435 0.163636441 0.7860064995
## Julian Stanford -0.54010133 -0.362225999 -0.9958340253
## Chad Greenway 1.46609805 -0.030943444 -0.4533817845
## Barkevious Mingo -0.37001045 -0.402113409 -0.4947085827
## Deiontrez Mount -1.33078310 -0.266658446 0.2458033531
## Junior Galette 0.62283886 -0.422626166 -0.1400804854
## Marquis Flowers -0.01626272 0.364637400 -0.7197065253
## Alec Ogletree -0.22918680 0.472498619 -0.9528865829
## Lavonte David 0.68179887 1.478201325 -1.4400704012
## Nate Palmer -0.48617880 -0.441342866 -0.4912074926
## Dee Ford -0.60897084 -0.505207744 -0.3154266876
## Quinton Coples 0.20416111 -0.282491076 0.6309338012
## Robert Mathis 1.11471271 -0.801185778 -0.6740836603
## Brandon Graham 0.23153815 -0.330171535 0.7161502680
## LaMarr Woodley 1.16421339 0.065867514 0.6325398504
## Julius Peppers 0.91987687 -0.373504941 -0.3454506459
## Dont'a Hightower 0.28736628 0.968696626 0.5310953364
## Jason Ankrah -0.59615856 -0.633240443 0.9306959854
## Josh Bynes 0.35995332 0.352150855 0.3806847979
## Chris White 0.41556777 0.824854185 0.4126024965
## Alex Okafor 0.52418459 -0.542939458 0.8582275353
## O'Brien Schofield 0.25958836 -0.239307083 -0.6570212018
## Derrick Morgan 0.41147337 0.081758689 0.5784599733
## Vontaze Burfict 0.59552681 1.225448450 0.7935097549
## J.T. Thomas 0.39074652 0.562744670 -0.9561907104
## Jared Allen 1.85290357 -1.237079686 0.8730408068
## Brian Orakpo 0.24478520 -0.131041126 1.1255512523
## Tamba Hali 1.22462616 -0.234025395 1.0646323248
## Trent Cole 1.02160185 -0.725996488 -0.6807234268
## Finesse Pass Rushing Speed
## Daniel Adongo 0.3564989114 0.811113051
## Dan Skuta -0.2200335312 -0.646077992
## Jeremiah Attaochu 0.5800162344 0.663199202
## Bjoern Werner -0.4578943576 -0.519443998
## Trent Murphy -0.3860642100 -0.539850983
## Jonathan Massaquoi -0.4288559248 0.075267702
## Anthony Barr 0.0047065843 0.928369038
## Shaquille Riddick 1.5726385389 1.151969636
## Cornelius Washington -0.8204604258 0.761063098
## Markus Golden -0.0332611917 0.007360945
## James Harrison -0.8207595662 -1.748623266
## Preston Smith -0.2112333138 -0.010202747
## Ryan Kerrigan -0.2560975264 -0.861810982
## John Simon -0.2791608251 -0.185877127
## Kyle Emanuel 0.2281457613 0.167079780
## Anthony Chickillo -1.4555450121 0.295540866
## Frank Zombo -1.3570965448 -0.232049479
## Zach Vigil 0.0516414616 1.140475852
## Colton Underwood -0.6654099469 0.700896873
## Dezman Moses 0.1016736577 -0.134799489
## Ray Ray Armstrong 0.2822782121 0.506181443
## Ronald Powell -0.0910789919 1.098936560
## Emmanuel Lamur 0.4240255810 0.279208731
## Neiron Ball -0.3044257000 0.932815247
## Jarvis Jones -0.0284042045 -0.526084191
## Randell Johnson -0.2509886100 0.441789172
## Lorenzo Mauldin 1.3273295523 -0.295132582
## Erik Walden 0.1531541129 -0.996600494
## Jo-Lonn Dunbar 0.1896795995 -0.467253874
## Justin Durant -0.0719715650 -0.017426269
## Kevin Reddick -0.9585211087 0.262589861
## Vincent Rey -0.5884753507 0.115604838
## Trevardo Williams 1.5745801750 0.521883009
## Brooks Reed -0.7513437216 -0.132437198
## Lorenzo Alexander -0.4864181451 -2.617950021
## David Bass 1.6170390523 -0.170227634
## Nate Orchard 1.6387169494 -0.031698555
## Spencer Paysinger -0.2838681379 -0.306418058
## Devon Kennard 0.0065285042 -0.187246008
## Arthur Moats 0.4416130278 -0.492157735
## Akeem Ayers -0.1946340796 -0.256101965
## Ahmad Brooks -2.0791459188 -0.634323487
## DeAndre Levy -0.9001594266 -0.380281735
## Kyle Van Noy -0.5404456227 0.421973150
## Rufus Johnson 0.1888063908 -0.197442209
## K.J. Wright -0.8324353429 -0.728741641
## Tyler Starr 1.3507539928 -0.060793166
## Armonty Bryant 1.4628025903 -0.123088066
## Khalil Mack -0.5573314307 0.339078203
## Jason Babin -0.3934663008 -1.047517418
## Andy Mulumba 1.2683571049 -0.203459250
## Lerentee McCray 0.2292818279 0.138665890
## Dekoda Watson 0.5379499061 1.108080929
## Sio Moore -0.2297493443 0.080925853
## Adarius Glanton -0.6791584729 0.814306446
## John Lotulelei -1.1034242992 0.058080795
## Hau'oli Kikaha 1.3305330696 -0.459601871
## Za'Darius Smith -0.5144024465 0.399856770
## Jackson Jeffcoat 0.0439122139 0.698339822
## Aaron Lynch 0.2971033709 0.008585055
## Aldon Smith 0.1731049915 -0.671994091
## Cam Johnson -0.5217794699 0.263505979
## Shaq Thompson -0.1638854292 0.564210250
## Nate Askew 0.8348922636 1.934316954
## Sean Porter 1.0375699851 0.118666588
## Tony Steward -0.4969894888 1.144292850
## Anthony Hitchens -1.2883694795 0.418466098
## Jonathan Casillas 0.0074552959 0.494285015
## Bruce Irvin -0.6381068110 0.477663032
## Gerald Hodges -0.4490168377 -0.437989527
## Thomas Davis -0.8247611637 -0.649621524
## Jelani Jenkins 0.0336732580 0.202572193
## Telvin Smith -0.0348080234 1.112252669
## A.J. Tarpley -0.7593459851 0.986593230
## Marquis Spruill 0.7435910571 0.570181809
## LaRoy Reynolds -1.2717706626 0.734276705
## Nigel Bradham -0.9941585269 0.083493746
## Andrew Hudson 0.5480274524 0.124568091
## Bruce Carter 0.2850902642 0.376589790
## Brandon Hepburn -0.9843465270 0.691596594
## Kevin Pierre-Louis -0.3937536898 1.533072896
## Edmond Robinson 0.0434149448 1.186752784
## Brandon Watts -0.5000185201 2.299003602
## Korey Toomer 0.5316336178 1.280166378
## Jadeveon Clowney 0.3043917992 0.708025898
## Jason Williams 0.2541753126 1.099265985
## Jonathan Newsome 0.4796621556 -0.148134750
## Mark Nzeocha 0.1953533622 1.126013495
## Kyle Wilber 0.7523539434 -0.198687431
## Khairi Fortt -1.2473145516 0.873385172
## Eli Harold 1.1961820530 0.948124786
## Sam Montgomery -0.0729497931 -0.218303145
## Larry Dean -0.0557331655 1.471472582
## Tourek Williams 0.4381487869 -0.791369942
## Trevor Reilly 1.0802062732 0.033867406
## Benardrick McKinney -1.3479558803 0.613755288
## Corey Lemonier 1.1948754693 0.233390204
## Keith Rivers -0.3897607297 0.250887445
## Darius Fleming 0.1304046956 0.190460027
## Josh Kaddu -1.3601516170 0.665185230
## Bud Dupree -0.0156089700 0.880780149
## Kwon Alexander -0.3091391939 1.394776324
## Sean Lee -1.2922620661 -0.386039843
## Jordan Zumwalt -0.7318258415 0.473323229
## P.J. Dawson -1.4889620722 0.733380901
## Malcolm Smith -0.1158563053 0.744074785
## Mike Morgan -0.8318012741 0.940794056
## Mike Neal 0.0007654866 -1.135949878
## Lamarr Houston -0.5519624058 -1.182205779
## Willie Young 1.4390294907 -1.130800483
## Jordan Tripp -0.0511079789 1.048349136
## Michael Mauti -1.4546896287 -0.293751901
## Jayson DiManche 0.7038850937 0.973631857
## Ikemefuna Enemkpali 0.3458250944 -1.302806715
## Parys Haralson 1.0963324572 -1.348803904
## Calvin Pace -1.2465026034 -1.290999631
## Marcus Smith -0.4713444223 0.365958319
## Bryan Braman -0.3707375307 -0.358885896
## Marshall McFadden 1.0139217069 -0.499903740
## Elvis Dumervil 1.5828932029 -1.760250069
## Scott Solomon 0.1549428713 -0.751915551
## Josh Martin -0.0876330515 0.462005353
## Kaelin Burnett 0.5865304062 0.694693587
## Pernell McPhee 0.4655609821 -1.623614483
## Victor Butler 0.9734908055 -0.653612171
## Kourtnei Brown 0.1321389783 0.268551396
## Terrell Suggs 0.0331380376 -1.631646414
## Connor Barwin 0.1369532859 -0.384328987
## Joe Kruger 0.1737366677 -0.552794409
## Chris McCain 1.0363899002 0.233697671
## Shane Ray 1.2998972887 0.268695996
## Melvin Ingram 1.2882013470 -0.172917366
## Cordarro Law 1.7002070111 -1.208291901
## Jayrone Elliott 1.2155250719 0.097662568
## Mark Herzlich -1.3545438287 -0.969214811
## Shea McClellin 0.7826819115 -0.070431597
## Adrian Hubbard -0.8815635164 0.635099494
## Matt Shaughnessy -1.3688739874 -1.353190510
## Justin Houston 0.1704792106 -0.925231765
## Nick Perry -0.2846045554 0.384919173
## Kasim Edebali -0.1847227197 0.126432811
## A.J. Klein -1.2036549061 0.256627017
## Cameron Lawrence -1.0150366148 0.310840764
## Chris Carter 1.2328029359 0.316231195
## Von Miller 0.7637797248 -0.249302791
## DeMarcus Ware -0.4770689574 -0.421426839
## Anthony Spencer 0.9881840700 -0.569339124
## Davis Tull 1.2998518729 1.461161723
## Jamie Collins -0.2352880298 -0.307748217
## Jonathan Freeny 0.0168127542 -0.007041735
## Whitney Mercilus -0.4222668747 -0.100325022
## Paul Kruger 1.0524932926 -1.544205615
## Courtney Upshaw -0.5485673154 -0.777769977
## Julian Stanford 0.3685742522 1.529587104
## Chad Greenway -0.5598088261 -0.421963993
## Barkevious Mingo 1.0169991539 0.249833288
## Deiontrez Mount 0.1206412188 1.230996971
## Junior Galette 1.3873187522 -1.447450960
## Marquis Flowers -1.3564085856 1.727740435
## Alec Ogletree 0.4504871485 0.259087612
## Lavonte David -0.8236197784 0.103689980
## Nate Palmer 1.1427590918 0.275970066
## Dee Ford 1.0981701615 0.331435113
## Quinton Coples -0.1748016361 -0.377802199
## Robert Mathis 1.3882232995 -1.027666568
## Brandon Graham 0.4527717600 -1.070288638
## LaMarr Woodley -1.0423325466 -0.820288207
## Julius Peppers 1.1412135725 -1.342134854
## Dont'a Hightower -1.1271411354 -0.660017109
## Jason Ankrah 0.1888280482 0.109874966
## Josh Bynes -0.3295884359 -0.763200539
## Chris White -1.6320291827 -0.020995273
## Alex Okafor 0.1582213295 -0.997693993
## O'Brien Schofield 1.0871538672 -0.450413940
## Derrick Morgan 0.0799083229 -1.151600360
## Vontaze Burfict -1.2759461607 -1.338538854
## J.T. Thomas -0.3979297697 0.400629291
## Jared Allen -0.5095812904 -0.979283404
## Brian Orakpo -0.7470820313 -0.492213291
## Tamba Hali -0.6856995931 -1.369533498
## Trent Cole 1.3925962684 -1.007478208
## K-means clustering with 5 clusters of sizes 61, 41, 35, 17, 27
##
## Cluster means:
## Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1 -0.09573656 -0.35448726 0.4502238
## 2 -0.19893788 0.40611431 -0.2071764
## 3 0.61055747 0.05230206 -0.6628595
## 4 1.21855841 -0.78281479 -0.4357436
## 5 -1.04031931 0.60927093 0.4310484
##
## Clustering vector:
## Daniel Adongo Dan Skuta Jeremiah Attaochu
## 1 2 1
## Bjoern Werner Trent Murphy Jonathan Massaquoi
## 2 5 2
## Anthony Barr Shaquille Riddick Cornelius Washington
## 1 1 1
## Markus Golden James Harrison Preston Smith
## 1 5 1
## Ryan Kerrigan John Simon Kyle Emanuel
## 5 1 1
## Anthony Chickillo Frank Zombo Zach Vigil
## 2 3 4
## Colton Underwood Dezman Moses Ray Ray Armstrong
## 2 1 3
## Ronald Powell Emmanuel Lamur Neiron Ball
## 1 3 4
## Jarvis Jones Randell Johnson Lorenzo Mauldin
## 1 1 1
## Erik Walden Jo-Lonn Dunbar Justin Durant
## 5 2 3
## Kevin Reddick Vincent Rey Trevardo Williams
## 3 3 1
## Brooks Reed Lorenzo Alexander David Bass
## 2 5 1
## Nate Orchard Spencer Paysinger Devon Kennard
## 1 2 2
## Arthur Moats Akeem Ayers Ahmad Brooks
## 5 2 2
## DeAndre Levy Kyle Van Noy Rufus Johnson
## 2 3 1
## K.J. Wright Tyler Starr Armonty Bryant
## 2 1 1
## Khalil Mack Jason Babin Andy Mulumba
## 1 5 1
## Lerentee McCray Dekoda Watson Sio Moore
## 1 4 2
## Adarius Glanton John Lotulelei Hau'oli Kikaha
## 4 2 1
## Za'Darius Smith Jackson Jeffcoat Aaron Lynch
## 5 1 1
## Aldon Smith Cam Johnson Shaq Thompson
## 1 1 3
## Nate Askew Sean Porter Tony Steward
## 4 3 3
## Anthony Hitchens Jonathan Casillas Bruce Irvin
## 2 3 2
## Gerald Hodges Thomas Davis Jelani Jenkins
## 3 3 3
## Telvin Smith A.J. Tarpley Marquis Spruill
## 3 3 1
## LaRoy Reynolds Nigel Bradham Andrew Hudson
## 3 3 1
## Bruce Carter Brandon Hepburn Kevin Pierre-Louis
## 3 2 4
## Edmond Robinson Brandon Watts Korey Toomer
## 4 4 4
## Jadeveon Clowney Jason Williams Jonathan Newsome
## 1 4 1
## Mark Nzeocha Kyle Wilber Khairi Fortt
## 4 3 4
## Eli Harold Sam Montgomery Larry Dean
## 1 1 3
## Tourek Williams Trevor Reilly Benardrick McKinney
## 1 1 2
## Corey Lemonier Keith Rivers Darius Fleming
## 1 2 1
## Josh Kaddu Bud Dupree Kwon Alexander
## 4 1 4
## Sean Lee Jordan Zumwalt P.J. Dawson
## 3 3 3
## Malcolm Smith Mike Morgan Mike Neal
## 3 3 5
## Lamarr Houston Willie Young Jordan Tripp
## 5 5 4
## Michael Mauti Jayson DiManche Ikemefuna Enemkpali
## 2 3 1
## Parys Haralson Calvin Pace Marcus Smith
## 2 2 1
## Bryan Braman Marshall McFadden Elvis Dumervil
## 2 1 5
## Scott Solomon Josh Martin Kaelin Burnett
## 1 1 3
## Pernell McPhee Victor Butler Kourtnei Brown
## 5 2 1
## Terrell Suggs Connor Barwin Joe Kruger
## 5 2 1
## Chris McCain Shane Ray Melvin Ingram
## 3 1 1
## Cordarro Law Jayrone Elliott Mark Herzlich
## 1 1 2
## Shea McClellin Adrian Hubbard Matt Shaughnessy
## 2 4 5
## Justin Houston Nick Perry Kasim Edebali
## 5 1 1
## A.J. Klein Cameron Lawrence Chris Carter
## 3 3 2
## Von Miller DeMarcus Ware Anthony Spencer
## 1 2 2
## Davis Tull Jamie Collins Jonathan Freeny
## 1 2 2
## Whitney Mercilus Paul Kruger Courtney Upshaw
## 2 5 5
## Julian Stanford Chad Greenway Barkevious Mingo
## 3 2 1
## Deiontrez Mount Junior Galette Marquis Flowers
## 1 5 4
## Alec Ogletree Lavonte David Nate Palmer
## 3 3 1
## Dee Ford Quinton Coples Robert Mathis
## 1 5 5
## Brandon Graham LaMarr Woodley Julius Peppers
## 5 2 5
## Dont'a Hightower Jason Ankrah Josh Bynes
## 2 1 2
## Chris White Alex Okafor O'Brien Schofield
## 2 1 2
## Derrick Morgan Vontaze Burfict J.T. Thomas
## 1 2 3
## Jared Allen Brian Orakpo Tamba Hali
## 5 5 5
## Trent Cole
## 5
##
## Within cluster sum of squares by cluster:
## [1] 14.853942 9.103785 8.931112 4.826079 6.695123
## (between_SS / total_SS = 76.2 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 51, 36, 32, 33, 29
##
## Cluster means:
## Awareness Tackling And Coverage Power Finesse Pass Rushing
## 1 -0.4388108 -0.09636174 0.4715131 -0.3147398
## 2 0.6251098 -0.02427656 0.7209243 -0.3561443
## 3 0.5098411 0.68048651 -0.5210988 -0.7670824
## 4 -0.6325655 -0.03035344 -0.7739336 0.5816667
## 5 0.1529360 -0.51674139 -0.2684645 1.1801572
## Speed
## 1 0.37839929
## 2 -0.96561332
## 3 0.09785363
## 4 0.85518587
## 5 -0.54788738
##
## Clustering vector:
## Daniel Adongo Dan Skuta Jeremiah Attaochu
## 1 2 4
## Bjoern Werner Trent Murphy Jonathan Massaquoi
## 2 2 1
## Anthony Barr Shaquille Riddick Cornelius Washington
## 1 4 1
## Markus Golden James Harrison Preston Smith
## 1 2 1
## Ryan Kerrigan John Simon Kyle Emanuel
## 2 1 1
## Anthony Chickillo Frank Zombo Zach Vigil
## 1 3 4
## Colton Underwood Dezman Moses Ray Ray Armstrong
## 1 1 4
## Ronald Powell Emmanuel Lamur Neiron Ball
## 1 4 1
## Jarvis Jones Randell Johnson Lorenzo Mauldin
## 2 1 5
## Erik Walden Jo-Lonn Dunbar Justin Durant
## 2 3 3
## Kevin Reddick Vincent Rey Trevardo Williams
## 1 3 4
## Brooks Reed Lorenzo Alexander David Bass
## 3 2 5
## Nate Orchard Spencer Paysinger Devon Kennard
## 5 3 1
## Arthur Moats Akeem Ayers Ahmad Brooks
## 5 1 2
## DeAndre Levy Kyle Van Noy Rufus Johnson
## 3 3 1
## K.J. Wright Tyler Starr Armonty Bryant
## 3 4 5
## Khalil Mack Jason Babin Andy Mulumba
## 1 2 5
## Lerentee McCray Dekoda Watson Sio Moore
## 1 4 1
## Adarius Glanton John Lotulelei Hau'oli Kikaha
## 1 1 5
## Za'Darius Smith Jackson Jeffcoat Aaron Lynch
## 1 1 1
## Aldon Smith Cam Johnson Shaq Thompson
## 2 1 4
## Nate Askew Sean Porter Tony Steward
## 4 4 1
## Anthony Hitchens Jonathan Casillas Bruce Irvin
## 3 3 1
## Gerald Hodges Thomas Davis Jelani Jenkins
## 3 3 3
## Telvin Smith A.J. Tarpley Marquis Spruill
## 4 3 4
## LaRoy Reynolds Nigel Bradham Andrew Hudson
## 1 3 1
## Bruce Carter Brandon Hepburn Kevin Pierre-Louis
## 4 3 4
## Edmond Robinson Brandon Watts Korey Toomer
## 4 4 4
## Jadeveon Clowney Jason Williams Jonathan Newsome
## 1 4 5
## Mark Nzeocha Kyle Wilber Khairi Fortt
## 4 5 1
## Eli Harold Sam Montgomery Larry Dean
## 4 1 4
## Tourek Williams Trevor Reilly Benardrick McKinney
## 2 5 1
## Corey Lemonier Keith Rivers Darius Fleming
## 4 3 1
## Josh Kaddu Bud Dupree Kwon Alexander
## 1 1 1
## Sean Lee Jordan Zumwalt P.J. Dawson
## 3 1 3
## Malcolm Smith Mike Morgan Mike Neal
## 3 3 2
## Lamarr Houston Willie Young Jordan Tripp
## 2 5 4
## Michael Mauti Jayson DiManche Ikemefuna Enemkpali
## 3 4 2
## Parys Haralson Calvin Pace Marcus Smith
## 5 2 1
## Bryan Braman Marshall McFadden Elvis Dumervil
## 2 5 5
## Scott Solomon Josh Martin Kaelin Burnett
## 2 1 4
## Pernell McPhee Victor Butler Kourtnei Brown
## 2 5 1
## Terrell Suggs Connor Barwin Joe Kruger
## 2 2 1
## Chris McCain Shane Ray Melvin Ingram
## 4 5 5
## Cordarro Law Jayrone Elliott Mark Herzlich
## 5 5 3
## Shea McClellin Adrian Hubbard Matt Shaughnessy
## 5 1 2
## Justin Houston Nick Perry Kasim Edebali
## 2 1 1
## A.J. Klein Cameron Lawrence Chris Carter
## 3 3 5
## Von Miller DeMarcus Ware Anthony Spencer
## 5 2 5
## Davis Tull Jamie Collins Jonathan Freeny
## 4 3 1
## Whitney Mercilus Paul Kruger Courtney Upshaw
## 1 5 2
## Julian Stanford Chad Greenway Barkevious Mingo
## 4 3 4
## Deiontrez Mount Junior Galette Marquis Flowers
## 1 5 3
## Alec Ogletree Lavonte David Nate Palmer
## 4 3 4
## Dee Ford Quinton Coples Robert Mathis
## 4 2 5
## Brandon Graham LaMarr Woodley Julius Peppers
## 2 2 5
## Dont'a Hightower Jason Ankrah Josh Bynes
## 2 1 2
## Chris White Alex Okafor O'Brien Schofield
## 3 2 5
## Derrick Morgan Vontaze Burfict J.T. Thomas
## 2 2 3
## Jared Allen Brian Orakpo Tamba Hali
## 2 2 2
## Trent Cole
## 5
##
## Within cluster sum of squares by cluster:
## [1] 52.64461 41.74029 35.29816 39.07804 29.58221
## (between_SS / total_SS = 58.9 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss"
## [5] "tot.withinss" "betweenss" "size" "iter"
## [9] "ifault"
##
## Call:
## lm(formula = OLBClusterReducedReg[, 1] ~ OLBClusterReducedReg[,
## 2] + OLBClusterReducedReg[, 3] + OLBClusterReducedReg[, 4],
## data = OLBClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.12175 -0.03548 -0.00075 0.03389 0.14923
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -5.801e-16 3.774e-03 0.00 1
## OLBClusterReducedReg[, 2] 3.004e-01 5.470e-03 54.93 <2e-16 ***
## OLBClusterReducedReg[, 3] 8.560e-01 4.992e-03 171.48 <2e-16 ***
## OLBClusterReducedReg[, 4] 5.566e-01 7.132e-03 78.04 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05077 on 177 degrees of freedom
## Multiple R-squared: 0.9975, Adjusted R-squared: 0.9974
## F-statistic: 2.334e+04 on 3 and 177 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OLBClusterFullReg[, 1] ~ OLBClusterFullReg[, 2] +
## OLBClusterFullReg[, 3] + OLBClusterFullReg[, 4] + OLBClusterFullReg[,
## 5] + OLBClusterFullReg[, 6], data = OLBClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.108637 -0.036030 0.000321 0.030450 0.133518
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3.542e-16 3.737e-03 0.00 1
## OLBClusterFullReg[, 2] 6.523e-01 6.049e-03 107.84 <2e-16 ***
## OLBClusterFullReg[, 3] 3.599e-01 6.926e-03 51.96 <2e-16 ***
## OLBClusterFullReg[, 4] 3.900e-01 5.440e-03 71.69 <2e-16 ***
## OLBClusterFullReg[, 5] 1.742e-01 4.085e-03 42.65 <2e-16 ***
## OLBClusterFullReg[, 6] 1.468e-01 5.834e-03 25.16 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05028 on 175 degrees of freedom
## Multiple R-squared: 0.9976, Adjusted R-squared: 0.9975
## F-statistic: 1.429e+04 on 5 and 175 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OLBClusterReducedReg[, 1] ~ OLBClusterReducedReg[,
## 2] + OLBClusterReducedReg[, 3] + OLBClusterReducedReg[, 4],
## data = OLBClusterReducedReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.12175 -0.03548 -0.00075 0.03389 0.14923
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -5.801e-16 3.774e-03 0.00 1
## OLBClusterReducedReg[, 2] 3.004e-01 5.470e-03 54.93 <2e-16 ***
## OLBClusterReducedReg[, 3] 8.560e-01 4.992e-03 171.48 <2e-16 ***
## OLBClusterReducedReg[, 4] 5.566e-01 7.132e-03 78.04 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05077 on 177 degrees of freedom
## Multiple R-squared: 0.9975, Adjusted R-squared: 0.9974
## F-statistic: 2.334e+04 on 3 and 177 DF, p-value: < 2.2e-16
##
## Call:
## lm(formula = OLBClusterFullReg[, 1] ~ OLBClusterFullReg[, 2] +
## OLBClusterFullReg[, 3] + OLBClusterFullReg[, 4] + OLBClusterFullReg[,
## 5] + OLBClusterFullReg[, 6], data = OLBClusterFullReg)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.108637 -0.036030 0.000321 0.030450 0.133518
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3.542e-16 3.737e-03 0.00 1
## OLBClusterFullReg[, 2] 6.523e-01 6.049e-03 107.84 <2e-16 ***
## OLBClusterFullReg[, 3] 3.599e-01 6.926e-03 51.96 <2e-16 ***
## OLBClusterFullReg[, 4] 3.900e-01 5.440e-03 71.69 <2e-16 ***
## OLBClusterFullReg[, 5] 1.742e-01 4.085e-03 42.65 <2e-16 ***
## OLBClusterFullReg[, 6] 1.468e-01 5.834e-03 25.16 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.05028 on 175 degrees of freedom
## Multiple R-squared: 0.9976, Adjusted R-squared: 0.9975
## F-statistic: 1.429e+04 on 5 and 175 DF, p-value: < 2.2e-16
## Awareness Tackling And Coverage Power Finesse Pass Rushing
## 1 -0.4388108 -0.09636174 0.4715131 -0.3147398
## 2 0.6251098 -0.02427656 0.7209243 -0.3561443
## 3 0.5098411 0.68048651 -0.5210988 -0.7670824
## 4 -0.6325655 -0.03035344 -0.7739336 0.5816667
## 5 0.1529360 -0.51674139 -0.2684645 1.1801572
## Speed
## 1 0.37839929
## 2 -0.96561332
## 3 0.09785363
## 4 0.85518587
## 5 -0.54788738
## Balanced OLB Quick Hitter Coverage Tackling OLB
## Daniel Adongo 18.88537 14.73510 14.49978
## Dan Skuta 60.89624 65.37706 63.96481
## Jeremiah Attaochu 53.24590 49.17624 49.25167
## Bjoern Werner 44.85344 48.98249 45.77386
## Trent Murphy 54.45716 57.67254 55.22759
## Jonathan Massaquoi 45.36299 46.62397 46.26004
## Anthony Barr 80.39490 76.68120 78.52010
## Shaquille Riddick 29.15030 22.03549 22.82206
## Cornelius Washington 44.16954 39.65726 37.28282
## Markus Golden 28.41516 27.48333 26.01354
## James Harrison 61.57785 72.93888 65.35018
## Preston Smith 42.56168 41.67564 37.90123
## Ryan Kerrigan 82.86542 86.20048 82.57350
## John Simon 45.09341 45.64937 44.54291
## Kyle Emanuel 27.99004 26.14284 22.05779
## Anthony Chickillo 27.40173 27.53272 26.48849
## Frank Zombo 41.71658 45.53928 48.91961
## Zach Vigil 27.03076 21.65309 28.20357
## Colton Underwood 35.37277 34.13881 33.58534
## Dezman Moses 33.19473 33.74075 30.76826
## Ray Ray Armstrong 34.88497 31.76777 35.98289
## Ronald Powell 34.11546 27.37858 28.33092
## Emmanuel Lamur 49.85110 48.76160 52.17183
## Neiron Ball 29.26902 23.28352 27.05065
## Jarvis Jones 39.28835 41.87579 37.80014
## Randell Johnson 40.26346 38.02567 36.09247
## Lorenzo Mauldin 35.43609 34.71531 33.21091
## Erik Walden 59.42818 64.78591 59.58738
## Jo-Lonn Dunbar 48.85228 52.66030 53.69583
## Justin Durant 70.45961 71.62887 76.57497
## Kevin Reddick 37.06455 36.63591 38.07748
## Vincent Rey 56.48789 56.99793 63.15566
## Trevardo Williams 34.65504 28.37010 30.71938
## Brooks Reed 62.98117 65.48738 65.16859
## Lorenzo Alexander 41.90855 57.21048 44.94351
## David Bass 28.47411 28.34395 24.58763
## Nate Orchard 33.76708 33.67511 29.70055
## Spencer Paysinger 48.93999 52.51148 54.81411
## Devon Kennard 62.66244 63.53087 63.31671
## Arthur Moats 65.54092 68.09796 64.42220
## Akeem Ayers 64.64667 65.85240 65.68640
## Ahmad Brooks 58.64954 64.88473 63.37390
## DeAndre Levy 83.69859 86.60661 88.96281
## Kyle Van Noy 47.25597 45.08653 49.75717
## Rufus Johnson 32.66717 32.35421 28.32475
## K.J. Wright 72.02281 76.40413 78.01327
## Tyler Starr 29.74683 26.80164 27.56038
## Armonty Bryant 30.22940 28.67756 26.18712
## Khalil Mack 89.10820 87.84458 88.78750
## Jason Babin 54.16796 62.45644 57.86531
## Andy Mulumba 35.03842 34.60453 32.86533
## Lerentee McCray 39.58153 38.38594 36.86839
## Dekoda Watson 55.12771 48.78492 57.22156
## Sio Moore 65.37821 65.07460 65.94629
## Adarius Glanton 32.39420 27.93890 32.86210
## John Lotulelei 33.97093 34.39881 34.96221
## Hau'oli Kikaha 33.85888 33.92892 28.17663
## Za'Darius Smith 22.65113 21.67238 16.77129
## Jackson Jeffcoat 30.25845 26.14648 25.35162
## Aaron Lynch 63.97146 63.79218 61.07427
## Aldon Smith 82.53384 83.80177 80.73541
## Cam Johnson 32.42309 30.24091 27.43589
## Shaq Thompson 46.10715 42.10825 49.28377
## Nate Askew 27.51632 18.01005 25.08995
## Sean Porter 42.61210 40.30510 43.30671
## Tony Steward 31.37913 26.32773 31.08727
## Anthony Hitchens 51.81723 52.21722 53.89905
## Jonathan Casillas 53.15441 51.79773 59.75514
## Bruce Irvin 76.69601 74.77308 76.89550
## Gerald Hodges 61.36603 64.19145 68.71487
## Thomas Davis 81.58416 84.67313 86.55563
## Jelani Jenkins 63.05643 62.34856 66.29205
## Telvin Smith 66.00256 60.33272 69.17742
## A.J. Tarpley 26.85619 24.15252 31.23455
## Marquis Spruill 41.60564 36.77274 38.51998
## LaRoy Reynolds 49.37752 46.67944 50.02278
## Nigel Bradham 73.25302 73.26484 76.25492
## Andrew Hudson 16.75504 14.63041 12.60961
## Bruce Carter 61.90048 60.11206 64.25330
## Brandon Hepburn 40.38199 38.63348 42.89845
## Kevin Pierre-Louis 47.91115 39.23329 47.38302
## Edmond Robinson 23.61757 17.26513 23.55239
## Brandon Watts 30.93052 20.50377 29.62269
## Korey Toomer 31.82734 24.20194 29.91388
## Jadeveon Clowney 68.21997 63.45336 61.24573
## Jason Williams 37.69956 32.26257 39.90998
## Jonathan Newsome 53.05123 53.52264 50.69926
## Mark Nzeocha 21.73910 15.86484 20.26543
## Kyle Wilber 55.94388 56.33536 59.42125
## Khairi Fortt 41.46668 37.51511 39.64900
## Eli Harold 41.17844 33.28064 34.25902
## Sam Montgomery 33.06716 31.94480 28.84784
## Larry Dean 31.08039 25.40931 33.89407
## Tourek Williams 39.70510 42.38071 35.80659
## Trevor Reilly 42.30560 40.33072 38.90006
## Benardrick McKinney 49.65032 46.84185 48.49699
## Corey Lemonier 46.30694 43.33178 44.42969
## Keith Rivers 55.62873 55.91220 59.24165
## Darius Fleming 39.98019 37.00869 34.45219
## Josh Kaddu 29.48471 26.10877 29.81866
## Bud Dupree 53.98271 47.78298 50.30803
## Kwon Alexander 34.69542 25.31762 28.53929
## Sean Lee 76.85733 80.36896 83.20950
## Jordan Zumwalt 30.24704 28.21462 30.20826
## P.J. Dawson 45.30533 43.08539 47.29889
## Malcolm Smith 55.30867 52.91816 59.78607
## Mike Morgan 49.07116 45.64148 52.87525
## Mike Neal 50.17829 56.66193 49.34943
## Lamarr Houston 51.26787 59.86513 54.03596
## Willie Young 41.40720 47.39733 39.82270
## Jordan Tripp 35.27349 29.63147 33.45923
## Michael Mauti 24.54571 27.61235 29.55253
## Jayson DiManche 45.84981 40.21569 45.03963
## Ikemefuna Enemkpali 31.66485 35.94526 28.27922
## Parys Haralson 55.11110 62.03083 58.69564
## Calvin Pace 47.60690 57.79428 54.51437
## Marcus Smith 44.91638 42.36377 44.11390
## Bryan Braman 40.22047 43.58317 42.75123
## Marshall McFadden 26.67813 27.23392 27.00703
## Elvis Dumervil 74.81263 81.93536 76.22392
## Scott Solomon 36.03175 39.54237 32.78270
## Josh Martin 39.14320 36.40141 35.98847
## Kaelin Burnett 44.85136 40.77166 45.01109
## Pernell McPhee 76.50407 82.64222 74.56548
## Victor Butler 52.58592 55.82421 52.77130
## Kourtnei Brown 24.83766 22.71972 21.47156
## Terrell Suggs 84.60313 89.53171 84.70436
## Connor Barwin 77.11070 79.66503 76.97154
## Joe Kruger 32.93165 33.60785 30.65698
## Chris McCain 42.99354 41.01826 44.05106
## Shane Ray 48.94294 45.23318 43.91948
## Melvin Ingram 64.43401 63.78467 60.00586
## Cordarro Law 26.40890 29.49479 24.13523
## Jayrone Elliott 39.48919 37.47004 37.26309
## Mark Herzlich 40.13765 48.19029 49.53078
## Shea McClellin 58.68923 59.07587 60.47027
## Adrian Hubbard 32.92235 28.88129 28.82919
## Matt Shaughnessy 52.71327 61.95527 57.88494
## Justin Houston 92.89545 94.20198 92.57227
## Nick Perry 64.94089 63.90848 63.39835
## Kasim Edebali 31.85317 31.96396 30.65092
## A.J. Klein 46.84219 47.47117 52.75049
## Cameron Lawrence 38.66010 38.11493 41.94240
## Chris Carter 42.07474 40.46216 41.76732
## Von Miller 94.58321 94.50197 93.93138
## DeMarcus Ware 66.15669 70.65513 67.55056
## Anthony Spencer 51.80069 55.63974 54.34470
## Davis Tull 33.29480 24.98305 26.98203
## Jamie Collins 84.00659 84.91748 86.09752
## Jonathan Freeny 42.47594 43.14579 42.60556
## Whitney Mercilus 64.79294 65.92326 65.25972
## Paul Kruger 76.19638 81.85577 77.18081
## Courtney Upshaw 62.41871 66.87619 62.83557
## Julian Stanford 52.39023 44.07236 51.22352
## Chad Greenway 55.92668 61.84878 62.35832
## Barkevious Mingo 73.14618 70.89319 71.49338
## Deiontrez Mount 25.37608 18.79688 20.49163
## Junior Galette 80.14052 84.76629 80.70161
## Marquis Flowers 33.72585 27.68716 36.64765
## Alec Ogletree 70.24072 68.22697 72.40364
## Lavonte David 84.06612 84.84112 89.70403
## Nate Palmer 35.55889 32.64890 33.17476
## Dee Ford 57.35937 53.72900 53.77993
## Quinton Coples 62.20514 64.52622 60.83656
## Robert Mathis 74.75756 79.82134 76.80610
## Brandon Graham 75.06781 78.98884 73.54305
## LaMarr Woodley 48.17486 55.56864 51.78249
## Julius Peppers 75.53431 81.13007 77.54915
## Dont'a Hightower 86.07396 88.24613 87.88717
## Jason Ankrah 29.30785 27.69350 24.09135
## Josh Bynes 48.99144 53.42048 50.76367
## Chris White 33.74242 35.64883 37.36734
## Alex Okafor 43.29421 49.16464 41.66357
## O'Brien Schofield 49.83135 51.77584 51.07915
## Derrick Morgan 77.12554 81.48395 77.52757
## Vontaze Burfict 70.21488 76.73626 74.31273
## J.T. Thomas 51.40030 50.68208 56.83961
## Jared Allen 51.29757 61.17188 52.65083
## Brian Orakpo 78.40394 80.84985 77.16707
## Tamba Hali 78.69715 85.16208 79.99960
## Trent Cole 65.62406 71.27688 67.91507
## Speed Rushing OLB Finesse Rushing OLB
## Daniel Adongo 19.41235 16.65081
## Dan Skuta 59.19778 62.80773
## Jeremiah Attaochu 55.96450 54.18867
## Bjoern Werner 40.84400 44.46410
## Trent Murphy 50.94670 53.54531
## Jonathan Massaquoi 43.55412 44.26323
## Anthony Barr 81.57346 78.48149
## Shaquille Riddick 35.99882 32.15359
## Cornelius Washington 38.43582 35.01581
## Markus Golden 26.95525 26.66979
## James Harrison 52.66619 63.87855
## Preston Smith 38.61607 39.01056
## Ryan Kerrigan 79.34001 83.44546
## John Simon 42.83808 43.03293
## Kyle Emanuel 25.54573 26.20828
## Anthony Chickillo 21.56524 20.48441
## Frank Zombo 38.39130 37.80245
## Zach Vigil 32.07493 25.09627
## Colton Underwood 32.71203 31.73838
## Dezman Moses 31.51853 33.29565
## Ray Ray Armstrong 39.03599 35.31077
## Ronald Powell 33.95761 28.44318
## Emmanuel Lamur 54.43124 53.15567
## Neiron Ball 30.24043 23.52865
## Jarvis Jones 36.28550 39.59170
## Randell Johnson 37.73653 36.70550
## Lorenzo Mauldin 39.79523 41.65944
## Erik Walden 56.47346 62.69698
## Jo-Lonn Dunbar 50.89625 53.69262
## Justin Durant 74.08288 72.86018
## Kevin Reddick 33.97907 31.78042
## Vincent Rey 58.40005 55.29618
## Trevardo Williams 42.56612 38.45738
## Brooks Reed 59.82053 60.91270
## Lorenzo Alexander 31.88040 46.15807
## David Bass 32.27450 36.45497
## Nate Orchard 38.25074 42.91712
## Spencer Paysinger 49.76550 51.18115
## Devon Kennard 62.51177 63.16106
## Arthur Moats 64.96814 69.00464
## Akeem Ayers 63.61292 64.12866
## Ahmad Brooks 48.40646 50.51792
## DeAndre Levy 83.56348 83.89710
## Kyle Van Noy 47.93574 43.53634
## Rufus Johnson 30.22637 31.70868
## K.J. Wright 70.20720 71.55064
## Tyler Starr 35.19000 33.93028
## Armonty Bryant 34.06960 35.97306
## Khalil Mack 88.33750 86.36295
## Jason Babin 49.79550 57.53571
## Andy Mulumba 39.17055 41.47098
## Lerentee McCray 39.43645 39.57546
## Dekoda Watson 63.34078 56.59892
## Sio Moore 64.98524 64.03876
## Adarius Glanton 32.77191 26.49287
## John Lotulelei 29.75925 28.25452
## Hau'oli Kikaha 34.94345 39.28027
## Za'Darius Smith 17.55350 18.58084
## Jackson Jeffcoat 29.56065 26.99738
## Aaron Lynch 63.40920 64.92223
## Aldon Smith 80.55264 82.67256
## Cam Johnson 27.92234 26.69155
## Shaq Thompson 50.06136 43.68899
## Nate Askew 36.63603 26.29477
## Sean Porter 49.24357 47.74702
## Tony Steward 32.80116 26.62404
## Anthony Hitchens 47.55015 45.53612
## Jonathan Casillas 59.16551 55.26936
## Bruce Irvin 75.79386 72.61686
## Gerald Hodges 62.76325 61.97715
## Thomas Davis 80.72041 81.19317
## Jelani Jenkins 66.06783 64.07509
## Telvin Smith 71.76780 64.50377
## A.J. Tarpley 29.26176 23.79666
## Marquis Spruill 45.86675 42.57902
## LaRoy Reynolds 45.93031 40.82483
## Nigel Bradham 71.50634 68.63459
## Andrew Hudson 16.25726 15.89427
## Bruce Carter 66.11124 63.76592
## Brandon Hepburn 39.29628 35.20971
## Kevin Pierre-Louis 51.64594 41.44622
## Edmond Robinson 28.20422 20.06910
## Brandon Watts 35.91675 23.34761
## Korey Toomer 38.10376 30.18464
## Jadeveon Clowney 67.72459 65.66458
## Jason Williams 44.51010 37.79213
## Jonathan Newsome 53.30530 55.61002
## Mark Nzeocha 25.46693 18.72702
## Kyle Wilber 61.46310 61.53574
## Khairi Fortt 37.30527 31.97858
## Eli Harold 46.70185 42.01508
## Sam Montgomery 29.87834 29.72962
## Larry Dean 37.53318 29.88107
## Tourek Williams 36.70576 41.61458
## Trevor Reilly 45.92342 46.65654
## Benardrick McKinney 44.42282 39.62676
## Corey Lemonier 52.36700 51.58149
## Keith Rivers 56.60412 55.12825
## Darius Fleming 38.13457 36.94113
## Josh Kaddu 26.39296 20.85474
## Bud Dupree 55.22981 49.59475
## Kwon Alexander 34.90307 25.85005
## Sean Lee 74.94195 74.75430
## Jordan Zumwalt 28.62418 25.43857
## P.J. Dawson 41.61410 36.30213
## Malcolm Smith 60.03927 55.81693
## Mike Morgan 50.61108 44.20815
## Mike Neal 45.15383 52.71953
## Lamarr Houston 45.14160 53.10594
## Willie Young 42.97836 52.88639
## Jordan Tripp 37.71143 31.91782
## Michael Mauti 20.90269 20.53010
## Jayson DiManche 52.57919 47.84659
## Ikemefuna Enemkpali 27.29463 33.13063
## Parys Haralson 57.92087 65.66840
## Calvin Pace 40.29579 47.07627
## Marcus Smith 43.69093 40.23729
## Bryan Braman 38.35126 40.66866
## Marshall McFadden 30.17382 31.76710
## Elvis Dumervil 76.53655 85.21287
## Scott Solomon 31.97561 37.25339
## Josh Martin 38.32989 36.44848
## Kaelin Burnett 50.60083 46.97055
## Pernell McPhee 71.99529 80.71304
## Victor Butler 55.07540 60.15936
## Kourtnei Brown 24.10983 23.16569
## Terrell Suggs 80.66363 87.00946
## Connor Barwin 75.98195 79.38950
## Joe Kruger 30.99862 32.37155
## Chris McCain 49.94115 48.95875
## Shane Ray 53.64658 53.47344
## Melvin Ingram 67.19611 69.98116
## Cordarro Law 28.78060 35.47724
## Jayrone Elliott 44.66516 45.12505
## Mark Herzlich 35.59042 38.60221
## Shea McClellin 63.32733 64.34848
## Adrian Hubbard 28.78903 24.69810
## Matt Shaughnessy 43.76175 49.87707
## Justin Houston 91.81608 93.54282
## Nick Perry 63.57523 62.89946
## Kasim Edebali 30.36186 30.91642
## A.J. Klein 45.30964 41.88445
## Cameron Lawrence 36.91472 33.55057
## Chris Carter 48.99072 49.61761
## Von Miller 95.07007 95.45661
## DeMarcus Ware 62.48012 66.96418
## Anthony Spencer 55.91732 60.96296
## Davis Tull 40.38733 35.05733
## Jamie Collins 84.16018 83.93375
## Jonathan Freeny 42.37451 43.27479
## Whitney Mercilus 62.58049 63.09758
## Paul Kruger 76.46892 83.33746
## Courtney Upshaw 57.04152 61.12776
## Julian Stanford 59.12654 51.27588
## Chad Greenway 54.75440 58.60412
## Barkevious Mingo 77.14543 76.69423
## Deiontrez Mount 26.69598 20.99398
## Junior Galette 81.56688 87.39746
## Marquis Flowers 34.81710 25.59938
## Alec Ogletree 74.67152 72.18000
## Lavonte David 85.89644 83.43313
## Nate Palmer 40.77366 40.05465
## Dee Ford 62.02576 61.08175
## Quinton Coples 58.87694 61.87924
## Robert Mathis 78.03147 84.17479
## Brandon Graham 72.67614 78.25268
## LaMarr Woodley 41.40978 46.86230
## Julius Peppers 77.19802 83.67650
## Dont'a Hightower 82.57554 83.29246
## Jason Ankrah 27.11214 27.63213
## Josh Bynes 45.61611 49.16057
## Chris White 28.37272 26.82629
## Alex Okafor 39.02594 46.49240
## O'Brien Schofield 54.47621 57.86930
## Derrick Morgan 74.33510 79.31363
## Vontaze Burfict 62.77374 66.89768
## J.T. Thomas 54.24119 50.80857
## Jared Allen 44.21773 55.04926
## Brian Orakpo 72.93858 75.64051
## Tamba Hali 72.22758 79.59017
## Trent Cole 69.56035 76.71790
## Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1 -0.09573656 -0.35448726 0.4502238
## 2 -0.19893788 0.40611431 -0.2071764
## 3 0.61055747 0.05230206 -0.6628595
## 4 1.21855841 -0.78281479 -0.4357436
## 5 -1.04031931 0.60927093 0.4310484
## Power Rushing OLB Balanced OLB Coverage Tackling OLB
## Daniel Adongo 16.59168 13.45737 14.26457
## Dan Skuta 61.87302 64.87806 61.76762
## Jeremiah Attaochu 50.33263 48.12182 48.15672
## Bjoern Werner 46.41235 47.66630 44.61906
## Trent Murphy 54.42089 55.68224 52.08620
## Jonathan Massaquoi 45.96427 47.26671 46.39537
## Anthony Barr 77.58696 76.85185 77.19245
## Shaquille Riddick 24.63171 20.68498 21.60152
## Cornelius Washington 43.54493 38.16432 39.11132
## Markus Golden 28.21912 26.10910 25.98038
## James Harrison 67.21040 70.73127 64.34275
## Preston Smith 41.46497 38.38678 35.76359
## Ryan Kerrigan 84.05154 84.35810 80.93174
## John Simon 44.46925 44.10960 42.85926
## Kyle Emanuel 26.19050 22.43495 20.02322
## Anthony Chickillo 26.57220 26.66406 25.35682
## Frank Zombo 44.34947 49.29406 51.51944
## Zach Vigil 25.80327 25.41103 32.23461
## Colton Underwood 33.89418 34.06538 33.32335
## Dezman Moses 33.61802 31.92596 30.75455
## Ray Ray Armstrong 34.75001 34.49820 39.02221
## Ronald Powell 31.39284 26.91880 29.11093
## Emmanuel Lamur 50.61492 51.87173 55.07477
## Neiron Ball 27.75352 24.70176 30.00816
## Jarvis Jones 40.74808 39.67595 37.13150
## Randell Johnson 40.12790 37.09626 37.23938
## Lorenzo Mauldin 32.98489 31.80756 29.42681
## Erik Walden 62.01737 62.40715 58.27534
## Jo-Lonn Dunbar 50.03342 53.90722 53.27418
## Justin Durant 70.45209 75.02805 76.88025
## Kevin Reddick 37.90642 38.11998 40.40255
## Vincent Rey 56.81420 61.25073 64.42245
## Trevardo Williams 31.67646 27.77521 30.49883
## Brooks Reed 62.41666 65.19720 62.78258
## Lorenzo Alexander 50.63163 52.65248 44.26801
## David Bass 27.04371 25.17919 22.14815
## Nate Orchard 31.94739 30.40956 27.06850
## Spencer Paysinger 50.41759 55.14776 54.91159
## Devon Kennard 63.10442 63.50214 63.24256
## Arthur Moats 65.72505 65.81644 61.76802
## Akeem Ayers 66.11029 66.21164 67.00551
## Ahmad Brooks 62.23402 65.78351 64.12397
## DeAndre Levy 84.24425 88.54579 88.32772
## Kyle Van Noy 47.47692 48.32826 52.28542
## Rufus Johnson 32.78408 29.40679 27.60704
## K.J. Wright 74.91472 78.60852 79.02781
## Tyler Starr 29.87060 26.55017 29.35377
## Armonty Bryant 28.51376 25.84720 23.82785
## Khalil Mack 87.93350 87.65574 87.87111
## Jason Babin 55.82113 60.55835 53.81616
## Andy Mulumba 34.54317 32.94379 31.90636
## Lerentee McCray 38.82257 37.06956 36.53345
## Dekoda Watson 53.50506 54.14481 60.97784
## Sio Moore 65.19544 65.52388 66.00940
## Adarius Glanton 32.26821 31.06306 37.07667
## John Lotulelei 34.15055 34.75636 35.15317
## Hau'oli Kikaha 33.23351 29.32965 25.84705
## Za'Darius Smith 18.99096 16.94673 12.36927
## Jackson Jeffcoat 29.00447 25.23865 26.45264
## Aaron Lynch 64.74430 62.75492 61.74747
## Aldon Smith 82.87856 81.50515 78.99974
## Cam Johnson 31.84636 27.95615 27.41040
## Shaq Thompson 45.29322 46.11135 52.09109
## Nate Askew 24.31635 21.37445 29.65928
## Sean Porter 42.48290 42.00826 45.06316
## Tony Steward 28.88437 28.73104 32.17857
## Anthony Hitchens 50.76446 53.43079 53.16070
## Jonathan Casillas 54.71769 58.65400 64.59550
## Bruce Irvin 74.83628 75.22201 75.82262
## Gerald Hodges 63.76802 68.01588 70.79765
## Thomas Davis 84.16675 87.02462 87.98368
## Jelani Jenkins 65.44152 66.39622 71.29869
## Telvin Smith 63.58179 65.44366 71.13389
## A.J. Tarpley 26.26784 29.06390 34.94125
## Marquis Spruill 38.21737 35.93024 37.13684
## LaRoy Reynolds 49.25671 49.34655 52.69521
## Nigel Bradham 74.36117 75.60712 78.27626
## Andrew Hudson 15.99136 12.58805 12.30101
## Bruce Carter 61.05085 62.82909 64.63262
## Brandon Hepburn 37.98699 40.73061 41.88234
## Kevin Pierre-Louis 44.99187 43.57641 50.96549
## Edmond Robinson 21.62283 19.98423 26.51561
## Brandon Watts 27.09277 25.17754 34.32175
## Korey Toomer 30.52131 27.48209 34.78893
## Jadeveon Clowney 65.20000 60.78444 59.27538
## Jason Williams 37.59059 37.95689 45.54715
## Jonathan Newsome 54.94662 52.81612 52.56532
## Mark Nzeocha 19.68789 17.51766 22.37816
## Kyle Wilber 56.15662 58.24832 59.70781
## Khairi Fortt 42.73847 40.09247 45.62939
## Eli Harold 34.91551 30.58114 30.46610
## Sam Montgomery 32.70480 28.97588 27.68767
## Larry Dean 27.79960 29.97595 35.65029
## Tourek Williams 41.40822 38.25579 34.80973
## Trevor Reilly 40.44912 38.13051 37.34083
## Benardrick McKinney 46.04109 46.07831 45.00971
## Corey Lemonier 44.94285 43.18130 44.49070
## Keith Rivers 54.89733 58.24443 58.98998
## Darius Fleming 40.19293 35.07840 36.27767
## Josh Kaddu 29.53743 28.23987 33.30285
## Bud Dupree 50.15447 47.37286 49.36741
## Kwon Alexander 32.49684 26.13969 32.63785
## Sean Lee 79.20910 83.53923 84.45947
## Jordan Zumwalt 29.60447 29.33069 31.02285
## P.J. Dawson 45.58496 46.51950 50.87164
## Malcolm Smith 55.21514 58.35601 63.17546
## Mike Morgan 47.88806 50.50047 55.41145
## Mike Neal 53.41427 53.34775 47.29021
## Lamarr Houston 54.59555 57.79954 51.54101
## Willie Young 41.99868 42.49573 35.01413
## Jordan Tripp 33.57944 31.59914 36.46516
## Michael Mauti 26.10094 29.80659 30.36912
## Jayson DiManche 43.09040 42.40683 46.33533
## Ikemefuna Enemkpali 34.16987 30.86988 26.83473
## Parys Haralson 57.79829 60.61034 56.93749
## Calvin Pace 53.43556 58.61965 55.64913
## Marcus Smith 43.30527 42.45777 43.54898
## Bryan Braman 41.71219 43.95557 42.77457
## Marshall McFadden 27.03599 26.58298 26.72841
## Elvis Dumervil 77.66474 79.44945 73.46513
## Scott Solomon 39.37720 36.60577 33.76594
## Josh Martin 37.81010 35.63785 35.92680
## Kaelin Burnett 42.83178 42.82273 46.20136
## Pernell McPhee 78.75502 78.24249 70.90343
## Victor Butler 53.77664 54.34399 51.48735
## Kourtnei Brown 24.55903 21.69645 22.22929
## Terrell Suggs 85.40196 86.46381 80.18674
## Connor Barwin 77.93528 78.61896 76.22159
## Joe Kruger 33.78907 31.22540 30.18966
## Chris McCain 44.12337 43.74444 48.06062
## Shane Ray 45.14643 42.18993 40.12156
## Melvin Ingram 63.52114 60.66701 58.18914
## Cordarro Law 28.21656 25.86117 23.14283
## Jayrone Elliott 38.58700 36.70697 37.49228
## Mark Herzlich 42.57383 50.12166 47.92447
## Shea McClellin 55.93959 58.64992 55.99561
## Adrian Hubbard 33.28850 28.83917 32.38934
## Matt Shaughnessy 56.03384 60.44683 55.01412
## Justin Houston 93.45876 93.26011 91.67813
## Nick Perry 63.91981 63.57768 62.63866
## Kasim Edebali 32.39885 31.69716 31.55942
## A.J. Klein 48.30458 51.92252 56.18510
## Cameron Lawrence 39.88645 41.44254 45.20745
## Chris Carter 39.46946 40.42810 39.88289
## Von Miller 94.01434 93.68762 92.63363
## DeMarcus Ware 68.85725 70.67672 68.58812
## Anthony Spencer 54.73343 56.57256 56.33558
## Davis Tull 28.51885 24.69553 26.84582
## Jamie Collins 84.73953 85.84221 86.35545
## Jonathan Freeny 42.37477 43.00384 41.98484
## Whitney Mercilus 64.24195 65.30871 63.07160
## Paul Kruger 78.11530 79.20221 74.51490
## Courtney Upshaw 62.93156 64.02406 59.31422
## Julian Stanford 47.27235 47.10348 51.08392
## Chad Greenway 58.46717 64.13934 63.15137
## Barkevious Mingo 70.47962 69.82113 68.66414
## Deiontrez Mount 21.03290 17.80166 19.29018
## Junior Galette 82.13459 82.75361 79.07552
## Marquis Flowers 32.85329 34.30948 42.99744
## Alec Ogletree 68.00681 69.66245 70.92166
## Lavonte David 84.18414 88.25505 90.24478
## Nate Palmer 34.07061 32.10211 33.27252
## Dee Ford 54.71550 52.22561 52.34086
## Quinton Coples 62.55484 62.29470 58.62029
## Robert Mathis 75.21563 78.26715 73.09170
## Brandon Graham 75.94925 75.59257 69.92464
## LaMarr Woodley 52.15850 55.41016 52.49334
## Julius Peppers 78.00547 79.79037 76.38320
## Dont'a Hightower 87.60234 88.47238 88.24177
## Jason Ankrah 29.39197 25.19604 24.56858
## Josh Bynes 50.58414 52.07176 49.04759
## Chris White 34.85768 37.37307 38.42537
## Alex Okafor 47.48126 46.08576 42.81365
## O'Brien Schofield 50.95984 51.90917 51.03100
## Derrick Morgan 81.05787 80.57687 79.46196
## Vontaze Burfict 74.20109 76.28054 74.52869
## J.T. Thomas 52.94464 56.04893 61.54586
## Jared Allen 53.90544 57.93633 49.08373
## Brian Orakpo 79.00030 78.76801 75.18567
## Tamba Hali 81.79231 83.36285 78.65430
## Trent Cole 65.82620 69.19194 63.51924
## Speed Rushing OLB Strong Tackling OLB
## Daniel Adongo 17.09133 13.52773
## Dan Skuta 57.74252 66.92195
## Jeremiah Attaochu 49.77812 48.70894
## Bjoern Werner 42.03376 50.20764
## Trent Murphy 49.14585 58.69241
## Jonathan Massaquoi 44.96812 47.72548
## Anthony Barr 77.90860 76.73646
## Shaquille Riddick 25.05081 20.88224
## Cornelius Washington 43.56070 38.75694
## Markus Golden 27.42365 26.81635
## James Harrison 57.76460 75.35694
## Preston Smith 36.47412 41.78894
## Ryan Kerrigan 78.56289 87.12519
## John Simon 42.42193 45.39858
## Kyle Emanuel 21.17798 25.93969
## Anthony Chickillo 24.57732 27.90431
## Frank Zombo 49.16695 45.80427
## Zach Vigil 36.68196 19.82923
## Colton Underwood 32.78904 34.72429
## Dezman Moses 31.30112 33.52834
## Ray Ray Armstrong 41.81450 30.48125
## Ronald Powell 33.75461 26.10152
## Emmanuel Lamur 55.95238 48.47890
## Neiron Ball 35.68172 20.93602
## Jarvis Jones 36.48496 42.42762
## Randell Johnson 39.51331 37.80375
## Lorenzo Mauldin 28.93955 34.46819
## Erik Walden 55.62925 66.08276
## Jo-Lonn Dunbar 50.11101 53.42142
## Justin Durant 74.80082 71.91683
## Kevin Reddick 41.53455 35.94008
## Vincent Rey 63.07745 56.92493
## Trevardo Williams 35.04871 26.33713
## Brooks Reed 59.33821 66.67147
## Lorenzo Alexander 38.25936 59.93047
## David Bass 21.75239 28.78152
## Nate Orchard 26.30256 34.17436
## Spencer Paysinger 51.35270 54.04879
## Devon Kennard 62.80813 63.63580
## Arthur Moats 59.37490 69.46031
## Akeem Ayers 67.37352 65.42563
## Ahmad Brooks 60.56335 66.35862
## DeAndre Levy 85.12181 87.65045
## Kyle Van Noy 53.87519 44.36408
## Rufus Johnson 28.94928 32.11211
## K.J. Wright 76.66078 77.19363
## Tyler Starr 33.53433 24.89714
## Armonty Bryant 24.53406 28.59753
## Khalil Mack 88.18816 87.52895
## Jason Babin 46.48211 65.41009
## Andy Mulumba 32.46564 34.38799
## Lerentee McCray 37.49373 38.07032
## Dekoda Watson 64.23229 47.38535
## Sio Moore 66.04369 64.96993
## Adarius Glanton 41.54653 26.11317
## John Lotulelei 34.93337 34.21297
## Hau'oli Kikaha 26.55205 33.93583
## Za'Darius Smith 11.27196 22.81854
## Jackson Jeffcoat 29.94277 25.12442
## Aaron Lynch 62.64573 64.25671
## Aldon Smith 78.64519 84.05687
## Cam Johnson 29.86477 29.55448
## Shaq Thompson 54.82961 40.31064
## Nate Askew 37.49381 15.59286
## Sean Porter 47.13399 39.29383
## Tony Steward 34.29658 25.68202
## Anthony Hitchens 51.07728 52.93918
## Jonathan Casillas 65.13329 51.72566
## Bruce Irvin 75.88130 74.53762
## Gerald Hodges 69.42215 64.08024
## Thomas Davis 86.62327 85.26938
## Jelani Jenkins 73.26516 61.20725
## Telvin Smith 72.92188 59.17408
## A.J. Tarpley 36.11123 23.25040
## Marquis Spruill 39.49572 35.43221
## LaRoy Reynolds 54.49514 46.15898
## Nigel Bradham 78.87927 72.56354
## Andrew Hudson 14.49658 13.77672
## Bruce Carter 64.37371 60.59416
## Brandon Hepburn 40.51367 38.87929
## Kevin Pierre-Louis 56.12281 37.16624
## Edmond Robinson 32.05615 15.17161
## Brandon Watts 41.57416 18.32214
## Korey Toomer 41.65131 22.08420
## Jadeveon Clowney 61.69947 63.43844
## Jason Williams 49.60145 31.08381
## Jonathan Newsome 53.97139 53.65184
## Mark Nzeocha 27.31696 14.09473
## Kyle Wilber 59.02319 56.26902
## Khairi Fortt 50.73154 35.74117
## Eli Harold 33.51243 31.88437
## Sam Montgomery 29.57742 31.26487
## Larry Dean 37.21739 24.45697
## Tourek Williams 35.10481 42.49922
## Trevor Reilly 38.56219 39.53216
## Benardrick McKinney 44.38721 47.08088
## Corey Lemonier 46.50910 42.44037
## Keith Rivers 56.99817 56.59920
## Darius Fleming 40.69648 35.35445
## Josh Kaddu 37.31661 24.15309
## Bud Dupree 52.49848 46.26984
## Kwon Alexander 41.68129 22.18724
## Sean Lee 82.05002 81.44638
## Jordan Zumwalt 32.19259 27.84593
## P.J. Dawson 52.62394 42.18282
## Malcolm Smith 63.63539 52.78727
## Mike Morgan 56.26225 45.11997
## Mike Neal 43.97103 59.02541
## Lamarr Houston 45.67362 62.68292
## Willie Young 30.73015 49.69133
## Jordan Tripp 40.82856 27.78767
## Michael Mauti 27.93795 28.22423
## Jayson DiManche 49.05242 38.94720
## Ikemefuna Enemkpali 26.84655 35.86876
## Parys Haralson 52.77191 63.23568
## Calvin Pace 50.17771 59.96439
## Marcus Smith 44.77908 41.66752
## Bryan Braman 40.50419 44.44278
## Marshall McFadden 27.13914 26.57225
## Elvis Dumervil 68.20806 83.87877
## Scott Solomon 34.13157 40.14864
## Josh Martin 37.66500 35.96905
## Kaelin Burnett 48.10977 39.67786
## Pernell McPhee 66.81570 84.19872
## Victor Butler 49.47341 56.86720
## Kourtnei Brown 24.62775 21.97244
## Terrell Suggs 74.93370 90.78041
## Connor Barwin 74.27949 80.57158
## Joe Kruger 31.42629 32.93889
## Chris McCain 50.76372 39.83389
## Shane Ray 41.07908 44.99851
## Melvin Ingram 58.91620 63.76349
## Cordarro Law 23.24201 29.25883
## Jayrone Elliott 39.30639 36.49059
## Mark Herzlich 41.26523 50.06973
## Shea McClellin 52.50964 60.37859
## Adrian Hubbard 37.87146 26.81458
## Matt Shaughnessy 48.66098 64.22717
## Justin Houston 90.86492 94.57964
## Nick Perry 62.36181 64.55345
## Kasim Edebali 31.98894 32.02425
## A.J. Klein 55.96080 46.85748
## Cameron Lawrence 46.17695 37.52532
## Chris Carter 38.88778 40.67484
## Von Miller 92.27493 94.65510
## DeMarcus Ware 66.02040 72.10051
## Anthony Spencer 54.86973 56.28203
## Davis Tull 31.00334 23.74989
## Jamie Collins 85.87335 85.03407
## Jonathan Freeny 40.96537 43.79421
## Whitney Mercilus 61.00475 67.08495
## Paul Kruger 70.74937 82.86217
## Courtney Upshaw 55.78729 67.99967
## Julian Stanford 53.42844 43.41244
## Chad Greenway 58.45991 63.51213
## Barkevious Mingo 68.49962 71.07948
## Deiontrez Mount 22.63687 17.29447
## Junior Galette 76.30022 85.67434
## Marquis Flowers 46.88384 26.42043
## Alec Ogletree 70.45375 67.98129
## Lavonte David 88.90030 84.93794
## Nate Palmer 35.38618 31.55132
## Dee Ford 54.21028 52.81679
## Quinton Coples 56.72663 65.74078
## Robert Mathis 67.38534 81.85451
## Brandon Graham 66.81937 80.46004
## LaMarr Woodley 48.48925 57.24194
## Julius Peppers 72.88652 82.27783
## Dont'a Hightower 87.47184 88.45098
## Jason Ankrah 27.17184 26.95569
## Josh Bynes 46.28363 54.50580
## Chris White 37.16264 35.68114
## Alex Okafor 41.99632 49.59753
## O'Brien Schofield 49.85163 52.47265
## Derrick Morgan 79.19062 81.72772
## Vontaze Burfict 71.93684 77.32178
## J.T. Thomas 62.39281 49.86279
## Jared Allen 41.22386 64.90136
## Brian Orakpo 73.24344 81.91886
## Tamba Hali 74.30846 86.78078
## Trent Cole 57.56746 73.31023
## Power Rushing OLB Balanced OLB Coverage Tackling OLB
## Daniel Adongo 16.59168 13.45737 14.26457
## Dan Skuta 61.87302 64.87806 61.76762
## Jeremiah Attaochu 50.33263 48.12182 48.15672
## Bjoern Werner 46.41235 47.66630 44.61906
## Trent Murphy 54.42089 55.68224 52.08620
## Jonathan Massaquoi 45.96427 47.26671 46.39537
## Anthony Barr 77.58696 76.85185 77.19245
## Shaquille Riddick 24.63171 20.68498 21.60152
## Cornelius Washington 43.54493 38.16432 39.11132
## Markus Golden 28.21912 26.10910 25.98038
## James Harrison 67.21040 70.73127 64.34275
## Preston Smith 41.46497 38.38678 35.76359
## Ryan Kerrigan 84.05154 84.35810 80.93174
## John Simon 44.46925 44.10960 42.85926
## Kyle Emanuel 26.19050 22.43495 20.02322
## Anthony Chickillo 26.57220 26.66406 25.35682
## Frank Zombo 44.34947 49.29406 51.51944
## Zach Vigil 25.80327 25.41103 32.23461
## Colton Underwood 33.89418 34.06538 33.32335
## Dezman Moses 33.61802 31.92596 30.75455
## Ray Ray Armstrong 34.75001 34.49820 39.02221
## Ronald Powell 31.39284 26.91880 29.11093
## Emmanuel Lamur 50.61492 51.87173 55.07477
## Neiron Ball 27.75352 24.70176 30.00816
## Jarvis Jones 40.74808 39.67595 37.13150
## Randell Johnson 40.12790 37.09626 37.23938
## Lorenzo Mauldin 32.98489 31.80756 29.42681
## Erik Walden 62.01737 62.40715 58.27534
## Jo-Lonn Dunbar 50.03342 53.90722 53.27418
## Justin Durant 70.45209 75.02805 76.88025
## Kevin Reddick 37.90642 38.11998 40.40255
## Vincent Rey 56.81420 61.25073 64.42245
## Trevardo Williams 31.67646 27.77521 30.49883
## Brooks Reed 62.41666 65.19720 62.78258
## Lorenzo Alexander 50.63163 52.65248 44.26801
## David Bass 27.04371 25.17919 22.14815
## Nate Orchard 31.94739 30.40956 27.06850
## Spencer Paysinger 50.41759 55.14776 54.91159
## Devon Kennard 63.10442 63.50214 63.24256
## Arthur Moats 65.72505 65.81644 61.76802
## Akeem Ayers 66.11029 66.21164 67.00551
## Ahmad Brooks 62.23402 65.78351 64.12397
## DeAndre Levy 84.24425 88.54579 88.32772
## Kyle Van Noy 47.47692 48.32826 52.28542
## Rufus Johnson 32.78408 29.40679 27.60704
## K.J. Wright 74.91472 78.60852 79.02781
## Tyler Starr 29.87060 26.55017 29.35377
## Armonty Bryant 28.51376 25.84720 23.82785
## Khalil Mack 87.93350 87.65574 87.87111
## Jason Babin 55.82113 60.55835 53.81616
## Andy Mulumba 34.54317 32.94379 31.90636
## Lerentee McCray 38.82257 37.06956 36.53345
## Dekoda Watson 53.50506 54.14481 60.97784
## Sio Moore 65.19544 65.52388 66.00940
## Adarius Glanton 32.26821 31.06306 37.07667
## John Lotulelei 34.15055 34.75636 35.15317
## Hau'oli Kikaha 33.23351 29.32965 25.84705
## Za'Darius Smith 18.99096 16.94673 12.36927
## Jackson Jeffcoat 29.00447 25.23865 26.45264
## Aaron Lynch 64.74430 62.75492 61.74747
## Aldon Smith 82.87856 81.50515 78.99974
## Cam Johnson 31.84636 27.95615 27.41040
## Shaq Thompson 45.29322 46.11135 52.09109
## Nate Askew 24.31635 21.37445 29.65928
## Sean Porter 42.48290 42.00826 45.06316
## Tony Steward 28.88437 28.73104 32.17857
## Anthony Hitchens 50.76446 53.43079 53.16070
## Jonathan Casillas 54.71769 58.65400 64.59550
## Bruce Irvin 74.83628 75.22201 75.82262
## Gerald Hodges 63.76802 68.01588 70.79765
## Thomas Davis 84.16675 87.02462 87.98368
## Jelani Jenkins 65.44152 66.39622 71.29869
## Telvin Smith 63.58179 65.44366 71.13389
## A.J. Tarpley 26.26784 29.06390 34.94125
## Marquis Spruill 38.21737 35.93024 37.13684
## LaRoy Reynolds 49.25671 49.34655 52.69521
## Nigel Bradham 74.36117 75.60712 78.27626
## Andrew Hudson 15.99136 12.58805 12.30101
## Bruce Carter 61.05085 62.82909 64.63262
## Brandon Hepburn 37.98699 40.73061 41.88234
## Kevin Pierre-Louis 44.99187 43.57641 50.96549
## Edmond Robinson 21.62283 19.98423 26.51561
## Brandon Watts 27.09277 25.17754 34.32175
## Korey Toomer 30.52131 27.48209 34.78893
## Jadeveon Clowney 65.20000 60.78444 59.27538
## Jason Williams 37.59059 37.95689 45.54715
## Jonathan Newsome 54.94662 52.81612 52.56532
## Mark Nzeocha 19.68789 17.51766 22.37816
## Kyle Wilber 56.15662 58.24832 59.70781
## Khairi Fortt 42.73847 40.09247 45.62939
## Eli Harold 34.91551 30.58114 30.46610
## Sam Montgomery 32.70480 28.97588 27.68767
## Larry Dean 27.79960 29.97595 35.65029
## Tourek Williams 41.40822 38.25579 34.80973
## Trevor Reilly 40.44912 38.13051 37.34083
## Benardrick McKinney 46.04109 46.07831 45.00971
## Corey Lemonier 44.94285 43.18130 44.49070
## Keith Rivers 54.89733 58.24443 58.98998
## Darius Fleming 40.19293 35.07840 36.27767
## Josh Kaddu 29.53743 28.23987 33.30285
## Bud Dupree 50.15447 47.37286 49.36741
## Kwon Alexander 32.49684 26.13969 32.63785
## Sean Lee 79.20910 83.53923 84.45947
## Jordan Zumwalt 29.60447 29.33069 31.02285
## P.J. Dawson 45.58496 46.51950 50.87164
## Malcolm Smith 55.21514 58.35601 63.17546
## Mike Morgan 47.88806 50.50047 55.41145
## Mike Neal 53.41427 53.34775 47.29021
## Lamarr Houston 54.59555 57.79954 51.54101
## Willie Young 41.99868 42.49573 35.01413
## Jordan Tripp 33.57944 31.59914 36.46516
## Michael Mauti 26.10094 29.80659 30.36912
## Jayson DiManche 43.09040 42.40683 46.33533
## Ikemefuna Enemkpali 34.16987 30.86988 26.83473
## Parys Haralson 57.79829 60.61034 56.93749
## Calvin Pace 53.43556 58.61965 55.64913
## Marcus Smith 43.30527 42.45777 43.54898
## Bryan Braman 41.71219 43.95557 42.77457
## Marshall McFadden 27.03599 26.58298 26.72841
## Elvis Dumervil 77.66474 79.44945 73.46513
## Scott Solomon 39.37720 36.60577 33.76594
## Josh Martin 37.81010 35.63785 35.92680
## Kaelin Burnett 42.83178 42.82273 46.20136
## Pernell McPhee 78.75502 78.24249 70.90343
## Victor Butler 53.77664 54.34399 51.48735
## Kourtnei Brown 24.55903 21.69645 22.22929
## Terrell Suggs 85.40196 86.46381 80.18674
## Connor Barwin 77.93528 78.61896 76.22159
## Joe Kruger 33.78907 31.22540 30.18966
## Chris McCain 44.12337 43.74444 48.06062
## Shane Ray 45.14643 42.18993 40.12156
## Melvin Ingram 63.52114 60.66701 58.18914
## Cordarro Law 28.21656 25.86117 23.14283
## Jayrone Elliott 38.58700 36.70697 37.49228
## Mark Herzlich 42.57383 50.12166 47.92447
## Shea McClellin 55.93959 58.64992 55.99561
## Adrian Hubbard 33.28850 28.83917 32.38934
## Matt Shaughnessy 56.03384 60.44683 55.01412
## Justin Houston 93.45876 93.26011 91.67813
## Nick Perry 63.91981 63.57768 62.63866
## Kasim Edebali 32.39885 31.69716 31.55942
## A.J. Klein 48.30458 51.92252 56.18510
## Cameron Lawrence 39.88645 41.44254 45.20745
## Chris Carter 39.46946 40.42810 39.88289
## Von Miller 94.01434 93.68762 92.63363
## DeMarcus Ware 68.85725 70.67672 68.58812
## Anthony Spencer 54.73343 56.57256 56.33558
## Davis Tull 28.51885 24.69553 26.84582
## Jamie Collins 84.73953 85.84221 86.35545
## Jonathan Freeny 42.37477 43.00384 41.98484
## Whitney Mercilus 64.24195 65.30871 63.07160
## Paul Kruger 78.11530 79.20221 74.51490
## Courtney Upshaw 62.93156 64.02406 59.31422
## Julian Stanford 47.27235 47.10348 51.08392
## Chad Greenway 58.46717 64.13934 63.15137
## Barkevious Mingo 70.47962 69.82113 68.66414
## Deiontrez Mount 21.03290 17.80166 19.29018
## Junior Galette 82.13459 82.75361 79.07552
## Marquis Flowers 32.85329 34.30948 42.99744
## Alec Ogletree 68.00681 69.66245 70.92166
## Lavonte David 84.18414 88.25505 90.24478
## Nate Palmer 34.07061 32.10211 33.27252
## Dee Ford 54.71550 52.22561 52.34086
## Quinton Coples 62.55484 62.29470 58.62029
## Robert Mathis 75.21563 78.26715 73.09170
## Brandon Graham 75.94925 75.59257 69.92464
## LaMarr Woodley 52.15850 55.41016 52.49334
## Julius Peppers 78.00547 79.79037 76.38320
## Dont'a Hightower 87.60234 88.47238 88.24177
## Jason Ankrah 29.39197 25.19604 24.56858
## Josh Bynes 50.58414 52.07176 49.04759
## Chris White 34.85768 37.37307 38.42537
## Alex Okafor 47.48126 46.08576 42.81365
## O'Brien Schofield 50.95984 51.90917 51.03100
## Derrick Morgan 81.05787 80.57687 79.46196
## Vontaze Burfict 74.20109 76.28054 74.52869
## J.T. Thomas 52.94464 56.04893 61.54586
## Jared Allen 53.90544 57.93633 49.08373
## Brian Orakpo 79.00030 78.76801 75.18567
## Tamba Hali 81.79231 83.36285 78.65430
## Trent Cole 65.82620 69.19194 63.51924
## Speed Rushing OLB Strong Tackling OLB V6
## Daniel Adongo 17.09133 13.52773 57
## Dan Skuta 57.74252 66.92195 80
## Jeremiah Attaochu 49.77812 48.70894 73
## Bjoern Werner 42.03376 50.20764 74
## Trent Murphy 49.14585 58.69241 76
## Jonathan Massaquoi 44.96812 47.72548 73
## Anthony Barr 77.90860 76.73646 85
## Shaquille Riddick 25.05081 20.88224 61
## Cornelius Washington 43.56070 38.75694 69
## Markus Golden 27.42365 26.81635 64
## James Harrison 57.76460 75.35694 84
## Preston Smith 36.47412 41.78894 70
## Ryan Kerrigan 78.56289 87.12519 90
## John Simon 42.42193 45.39858 72
## Kyle Emanuel 21.17798 25.93969 63
## Anthony Chickillo 24.57732 27.90431 64
## Frank Zombo 49.16695 45.80427 73
## Zach Vigil 36.68196 19.82923 62
## Colton Underwood 32.78904 34.72429 67
## Dezman Moses 31.30112 33.52834 67
## Ray Ray Armstrong 41.81450 30.48125 67
## Ronald Powell 33.75461 26.10152 64
## Emmanuel Lamur 55.95238 48.47890 74
## Neiron Ball 35.68172 20.93602 62
## Jarvis Jones 36.48496 42.42762 71
## Randell Johnson 39.51331 37.80375 69
## Lorenzo Mauldin 28.93955 34.46819 67
## Erik Walden 55.62925 66.08276 79
## Jo-Lonn Dunbar 50.11101 53.42142 76
## Justin Durant 74.80082 71.91683 84
## Kevin Reddick 41.53455 35.94008 69
## Vincent Rey 63.07745 56.92493 78
## Trevardo Williams 35.04871 26.33713 64
## Brooks Reed 59.33821 66.67147 80
## Lorenzo Alexander 38.25936 59.93047 76
## David Bass 21.75239 28.78152 64
## Nate Orchard 26.30256 34.17436 68
## Spencer Paysinger 51.35270 54.04879 76
## Devon Kennard 62.80813 63.63580 79
## Arthur Moats 59.37490 69.46031 80
## Akeem Ayers 67.37352 65.42563 81
## Ahmad Brooks 60.56335 66.35862 80
## DeAndre Levy 85.12181 87.65045 93
## Kyle Van Noy 53.87519 44.36408 72
## Rufus Johnson 28.94928 32.11211 66
## K.J. Wright 76.66078 77.19363 86
## Tyler Starr 33.53433 24.89714 63
## Armonty Bryant 24.53406 28.59753 64
## Khalil Mack 88.18816 87.52895 91
## Jason Babin 46.48211 65.41009 79
## Andy Mulumba 32.46564 34.38799 68
## Lerentee McCray 37.49373 38.07032 69
## Dekoda Watson 64.23229 47.38535 74
## Sio Moore 66.04369 64.96993 80
## Adarius Glanton 41.54653 26.11317 64
## John Lotulelei 34.93337 34.21297 68
## Hau'oli Kikaha 26.55205 33.93583 66
## Za'Darius Smith 11.27196 22.81854 61
## Jackson Jeffcoat 29.94277 25.12442 63
## Aaron Lynch 62.64573 64.25671 79
## Aldon Smith 78.64519 84.05687 89
## Cam Johnson 29.86477 29.55448 64
## Shaq Thompson 54.82961 40.31064 72
## Nate Askew 37.49381 15.59286 60
## Sean Porter 47.13399 39.29383 70
## Tony Steward 34.29658 25.68202 65
## Anthony Hitchens 51.07728 52.93918 75
## Jonathan Casillas 65.13329 51.72566 76
## Bruce Irvin 75.88130 74.53762 84
## Gerald Hodges 69.42215 64.08024 80
## Thomas Davis 86.62327 85.26938 90
## Jelani Jenkins 73.26516 61.20725 79
## Telvin Smith 72.92188 59.17408 79
## A.J. Tarpley 36.11123 23.25040 64
## Marquis Spruill 39.49572 35.43221 68
## LaRoy Reynolds 54.49514 46.15898 73
## Nigel Bradham 78.87927 72.56354 83
## Andrew Hudson 14.49658 13.77672 56
## Bruce Carter 64.37371 60.59416 78
## Brandon Hepburn 40.51367 38.87929 70
## Kevin Pierre-Louis 56.12281 37.16624 70
## Edmond Robinson 32.05615 15.17161 59
## Brandon Watts 41.57416 18.32214 61
## Korey Toomer 41.65131 22.08420 63
## Jadeveon Clowney 61.69947 63.43844 78
## Jason Williams 49.60145 31.08381 67
## Jonathan Newsome 53.97139 53.65184 75
## Mark Nzeocha 27.31696 14.09473 58
## Kyle Wilber 59.02319 56.26902 77
## Khairi Fortt 50.73154 35.74117 68
## Eli Harold 33.51243 31.88437 66
## Sam Montgomery 29.57742 31.26487 65
## Larry Dean 37.21739 24.45697 65
## Tourek Williams 35.10481 42.49922 70
## Trevor Reilly 38.56219 39.53216 69
## Benardrick McKinney 44.38721 47.08088 72
## Corey Lemonier 46.50910 42.44037 71
## Keith Rivers 56.99817 56.59920 76
## Darius Fleming 40.69648 35.35445 67
## Josh Kaddu 37.31661 24.15309 64
## Bud Dupree 52.49848 46.26984 73
## Kwon Alexander 41.68129 22.18724 63
## Sean Lee 82.05002 81.44638 89
## Jordan Zumwalt 32.19259 27.84593 65
## P.J. Dawson 52.62394 42.18282 72
## Malcolm Smith 63.63539 52.78727 77
## Mike Morgan 56.26225 45.11997 73
## Mike Neal 43.97103 59.02541 76
## Lamarr Houston 45.67362 62.68292 77
## Willie Young 30.73015 49.69133 72
## Jordan Tripp 40.82856 27.78767 66
## Michael Mauti 27.93795 28.22423 66
## Jayson DiManche 49.05242 38.94720 70
## Ikemefuna Enemkpali 26.84655 35.86876 68
## Parys Haralson 52.77191 63.23568 79
## Calvin Pace 50.17771 59.96439 77
## Marcus Smith 44.77908 41.66752 70
## Bryan Braman 40.50419 44.44278 72
## Marshall McFadden 27.13914 26.57225 64
## Elvis Dumervil 68.20806 83.87877 88
## Scott Solomon 34.13157 40.14864 69
## Josh Martin 37.66500 35.96905 68
## Kaelin Burnett 48.10977 39.67786 70
## Pernell McPhee 66.81570 84.19872 87
## Victor Butler 49.47341 56.86720 76
## Kourtnei Brown 24.62775 21.97244 62
## Terrell Suggs 74.93370 90.78041 93
## Connor Barwin 74.27949 80.57158 87
## Joe Kruger 31.42629 32.93889 67
## Chris McCain 50.76372 39.83389 70
## Shane Ray 41.07908 44.99851 72
## Melvin Ingram 58.91620 63.76349 79
## Cordarro Law 23.24201 29.25883 64
## Jayrone Elliott 39.30639 36.49059 68
## Mark Herzlich 41.26523 50.06973 75
## Shea McClellin 52.50964 60.37859 78
## Adrian Hubbard 37.87146 26.81458 64
## Matt Shaughnessy 48.66098 64.22717 79
## Justin Houston 90.86492 94.57964 97
## Nick Perry 62.36181 64.55345 79
## Kasim Edebali 31.98894 32.02425 66
## A.J. Klein 55.96080 46.85748 74
## Cameron Lawrence 46.17695 37.52532 69
## Chris Carter 38.88778 40.67484 70
## Von Miller 92.27493 94.65510 97
## DeMarcus Ware 66.02040 72.10051 83
## Anthony Spencer 54.86973 56.28203 76
## Davis Tull 31.00334 23.74989 62
## Jamie Collins 85.87335 85.03407 90
## Jonathan Freeny 40.96537 43.79421 71
## Whitney Mercilus 61.00475 67.08495 80
## Paul Kruger 70.74937 82.86217 88
## Courtney Upshaw 55.78729 67.99967 80
## Julian Stanford 53.42844 43.41244 72
## Chad Greenway 58.45991 63.51213 80
## Barkevious Mingo 68.49962 71.07948 82
## Deiontrez Mount 22.63687 17.29447 59
## Junior Galette 76.30022 85.67434 89
## Marquis Flowers 46.88384 26.42043 66
## Alec Ogletree 70.45375 67.98129 81
## Lavonte David 88.90030 84.93794 91
## Nate Palmer 35.38618 31.55132 66
## Dee Ford 54.21028 52.81679 74
## Quinton Coples 56.72663 65.74078 79
## Robert Mathis 67.38534 81.85451 87
## Brandon Graham 66.81937 80.46004 86
## LaMarr Woodley 48.48925 57.24194 77
## Julius Peppers 72.88652 82.27783 88
## Dont'a Hightower 87.47184 88.45098 93
## Jason Ankrah 27.17184 26.95569 64
## Josh Bynes 46.28363 54.50580 75
## Chris White 37.16264 35.68114 69
## Alex Okafor 41.99632 49.59753 73
## O'Brien Schofield 49.85163 52.47265 74
## Derrick Morgan 79.19062 81.72772 87
## Vontaze Burfict 71.93684 77.32178 86
## J.T. Thomas 62.39281 49.86279 75
## Jared Allen 41.22386 64.90136 79
## Brian Orakpo 73.24344 81.91886 87
## Tamba Hali 74.30846 86.78078 90
## Trent Cole 57.56746 73.31023 82
## Balanced OLB Quick Hitter Coverage Tackling OLB
## Daniel Adongo 18.88537 14.73510 14.49978
## Dan Skuta 60.89624 65.37706 63.96481
## Jeremiah Attaochu 53.24590 49.17624 49.25167
## Bjoern Werner 44.85344 48.98249 45.77386
## Trent Murphy 54.45716 57.67254 55.22759
## Jonathan Massaquoi 45.36299 46.62397 46.26004
## Anthony Barr 80.39490 76.68120 78.52010
## Shaquille Riddick 29.15030 22.03549 22.82206
## Cornelius Washington 44.16954 39.65726 37.28282
## Markus Golden 28.41516 27.48333 26.01354
## James Harrison 61.57785 72.93888 65.35018
## Preston Smith 42.56168 41.67564 37.90123
## Ryan Kerrigan 82.86542 86.20048 82.57350
## John Simon 45.09341 45.64937 44.54291
## Kyle Emanuel 27.99004 26.14284 22.05779
## Anthony Chickillo 27.40173 27.53272 26.48849
## Frank Zombo 41.71658 45.53928 48.91961
## Zach Vigil 27.03076 21.65309 28.20357
## Colton Underwood 35.37277 34.13881 33.58534
## Dezman Moses 33.19473 33.74075 30.76826
## Ray Ray Armstrong 34.88497 31.76777 35.98289
## Ronald Powell 34.11546 27.37858 28.33092
## Emmanuel Lamur 49.85110 48.76160 52.17183
## Neiron Ball 29.26902 23.28352 27.05065
## Jarvis Jones 39.28835 41.87579 37.80014
## Randell Johnson 40.26346 38.02567 36.09247
## Lorenzo Mauldin 35.43609 34.71531 33.21091
## Erik Walden 59.42818 64.78591 59.58738
## Jo-Lonn Dunbar 48.85228 52.66030 53.69583
## Justin Durant 70.45961 71.62887 76.57497
## Kevin Reddick 37.06455 36.63591 38.07748
## Vincent Rey 56.48789 56.99793 63.15566
## Trevardo Williams 34.65504 28.37010 30.71938
## Brooks Reed 62.98117 65.48738 65.16859
## Lorenzo Alexander 41.90855 57.21048 44.94351
## David Bass 28.47411 28.34395 24.58763
## Nate Orchard 33.76708 33.67511 29.70055
## Spencer Paysinger 48.93999 52.51148 54.81411
## Devon Kennard 62.66244 63.53087 63.31671
## Arthur Moats 65.54092 68.09796 64.42220
## Akeem Ayers 64.64667 65.85240 65.68640
## Ahmad Brooks 58.64954 64.88473 63.37390
## DeAndre Levy 83.69859 86.60661 88.96281
## Kyle Van Noy 47.25597 45.08653 49.75717
## Rufus Johnson 32.66717 32.35421 28.32475
## K.J. Wright 72.02281 76.40413 78.01327
## Tyler Starr 29.74683 26.80164 27.56038
## Armonty Bryant 30.22940 28.67756 26.18712
## Khalil Mack 89.10820 87.84458 88.78750
## Jason Babin 54.16796 62.45644 57.86531
## Andy Mulumba 35.03842 34.60453 32.86533
## Lerentee McCray 39.58153 38.38594 36.86839
## Dekoda Watson 55.12771 48.78492 57.22156
## Sio Moore 65.37821 65.07460 65.94629
## Adarius Glanton 32.39420 27.93890 32.86210
## John Lotulelei 33.97093 34.39881 34.96221
## Hau'oli Kikaha 33.85888 33.92892 28.17663
## Za'Darius Smith 22.65113 21.67238 16.77129
## Jackson Jeffcoat 30.25845 26.14648 25.35162
## Aaron Lynch 63.97146 63.79218 61.07427
## Aldon Smith 82.53384 83.80177 80.73541
## Cam Johnson 32.42309 30.24091 27.43589
## Shaq Thompson 46.10715 42.10825 49.28377
## Nate Askew 27.51632 18.01005 25.08995
## Sean Porter 42.61210 40.30510 43.30671
## Tony Steward 31.37913 26.32773 31.08727
## Anthony Hitchens 51.81723 52.21722 53.89905
## Jonathan Casillas 53.15441 51.79773 59.75514
## Bruce Irvin 76.69601 74.77308 76.89550
## Gerald Hodges 61.36603 64.19145 68.71487
## Thomas Davis 81.58416 84.67313 86.55563
## Jelani Jenkins 63.05643 62.34856 66.29205
## Telvin Smith 66.00256 60.33272 69.17742
## A.J. Tarpley 26.85619 24.15252 31.23455
## Marquis Spruill 41.60564 36.77274 38.51998
## LaRoy Reynolds 49.37752 46.67944 50.02278
## Nigel Bradham 73.25302 73.26484 76.25492
## Andrew Hudson 16.75504 14.63041 12.60961
## Bruce Carter 61.90048 60.11206 64.25330
## Brandon Hepburn 40.38199 38.63348 42.89845
## Kevin Pierre-Louis 47.91115 39.23329 47.38302
## Edmond Robinson 23.61757 17.26513 23.55239
## Brandon Watts 30.93052 20.50377 29.62269
## Korey Toomer 31.82734 24.20194 29.91388
## Jadeveon Clowney 68.21997 63.45336 61.24573
## Jason Williams 37.69956 32.26257 39.90998
## Jonathan Newsome 53.05123 53.52264 50.69926
## Mark Nzeocha 21.73910 15.86484 20.26543
## Kyle Wilber 55.94388 56.33536 59.42125
## Khairi Fortt 41.46668 37.51511 39.64900
## Eli Harold 41.17844 33.28064 34.25902
## Sam Montgomery 33.06716 31.94480 28.84784
## Larry Dean 31.08039 25.40931 33.89407
## Tourek Williams 39.70510 42.38071 35.80659
## Trevor Reilly 42.30560 40.33072 38.90006
## Benardrick McKinney 49.65032 46.84185 48.49699
## Corey Lemonier 46.30694 43.33178 44.42969
## Keith Rivers 55.62873 55.91220 59.24165
## Darius Fleming 39.98019 37.00869 34.45219
## Josh Kaddu 29.48471 26.10877 29.81866
## Bud Dupree 53.98271 47.78298 50.30803
## Kwon Alexander 34.69542 25.31762 28.53929
## Sean Lee 76.85733 80.36896 83.20950
## Jordan Zumwalt 30.24704 28.21462 30.20826
## P.J. Dawson 45.30533 43.08539 47.29889
## Malcolm Smith 55.30867 52.91816 59.78607
## Mike Morgan 49.07116 45.64148 52.87525
## Mike Neal 50.17829 56.66193 49.34943
## Lamarr Houston 51.26787 59.86513 54.03596
## Willie Young 41.40720 47.39733 39.82270
## Jordan Tripp 35.27349 29.63147 33.45923
## Michael Mauti 24.54571 27.61235 29.55253
## Jayson DiManche 45.84981 40.21569 45.03963
## Ikemefuna Enemkpali 31.66485 35.94526 28.27922
## Parys Haralson 55.11110 62.03083 58.69564
## Calvin Pace 47.60690 57.79428 54.51437
## Marcus Smith 44.91638 42.36377 44.11390
## Bryan Braman 40.22047 43.58317 42.75123
## Marshall McFadden 26.67813 27.23392 27.00703
## Elvis Dumervil 74.81263 81.93536 76.22392
## Scott Solomon 36.03175 39.54237 32.78270
## Josh Martin 39.14320 36.40141 35.98847
## Kaelin Burnett 44.85136 40.77166 45.01109
## Pernell McPhee 76.50407 82.64222 74.56548
## Victor Butler 52.58592 55.82421 52.77130
## Kourtnei Brown 24.83766 22.71972 21.47156
## Terrell Suggs 84.60313 89.53171 84.70436
## Connor Barwin 77.11070 79.66503 76.97154
## Joe Kruger 32.93165 33.60785 30.65698
## Chris McCain 42.99354 41.01826 44.05106
## Shane Ray 48.94294 45.23318 43.91948
## Melvin Ingram 64.43401 63.78467 60.00586
## Cordarro Law 26.40890 29.49479 24.13523
## Jayrone Elliott 39.48919 37.47004 37.26309
## Mark Herzlich 40.13765 48.19029 49.53078
## Shea McClellin 58.68923 59.07587 60.47027
## Adrian Hubbard 32.92235 28.88129 28.82919
## Matt Shaughnessy 52.71327 61.95527 57.88494
## Justin Houston 92.89545 94.20198 92.57227
## Nick Perry 64.94089 63.90848 63.39835
## Kasim Edebali 31.85317 31.96396 30.65092
## A.J. Klein 46.84219 47.47117 52.75049
## Cameron Lawrence 38.66010 38.11493 41.94240
## Chris Carter 42.07474 40.46216 41.76732
## Von Miller 94.58321 94.50197 93.93138
## DeMarcus Ware 66.15669 70.65513 67.55056
## Anthony Spencer 51.80069 55.63974 54.34470
## Davis Tull 33.29480 24.98305 26.98203
## Jamie Collins 84.00659 84.91748 86.09752
## Jonathan Freeny 42.47594 43.14579 42.60556
## Whitney Mercilus 64.79294 65.92326 65.25972
## Paul Kruger 76.19638 81.85577 77.18081
## Courtney Upshaw 62.41871 66.87619 62.83557
## Julian Stanford 52.39023 44.07236 51.22352
## Chad Greenway 55.92668 61.84878 62.35832
## Barkevious Mingo 73.14618 70.89319 71.49338
## Deiontrez Mount 25.37608 18.79688 20.49163
## Junior Galette 80.14052 84.76629 80.70161
## Marquis Flowers 33.72585 27.68716 36.64765
## Alec Ogletree 70.24072 68.22697 72.40364
## Lavonte David 84.06612 84.84112 89.70403
## Nate Palmer 35.55889 32.64890 33.17476
## Dee Ford 57.35937 53.72900 53.77993
## Quinton Coples 62.20514 64.52622 60.83656
## Robert Mathis 74.75756 79.82134 76.80610
## Brandon Graham 75.06781 78.98884 73.54305
## LaMarr Woodley 48.17486 55.56864 51.78249
## Julius Peppers 75.53431 81.13007 77.54915
## Dont'a Hightower 86.07396 88.24613 87.88717
## Jason Ankrah 29.30785 27.69350 24.09135
## Josh Bynes 48.99144 53.42048 50.76367
## Chris White 33.74242 35.64883 37.36734
## Alex Okafor 43.29421 49.16464 41.66357
## O'Brien Schofield 49.83135 51.77584 51.07915
## Derrick Morgan 77.12554 81.48395 77.52757
## Vontaze Burfict 70.21488 76.73626 74.31273
## J.T. Thomas 51.40030 50.68208 56.83961
## Jared Allen 51.29757 61.17188 52.65083
## Brian Orakpo 78.40394 80.84985 77.16707
## Tamba Hali 78.69715 85.16208 79.99960
## Trent Cole 65.62406 71.27688 67.91507
## Speed Rushing OLB Finesse Rushing OLB V6
## Daniel Adongo 19.41235 16.65081 57
## Dan Skuta 59.19778 62.80773 80
## Jeremiah Attaochu 55.96450 54.18867 73
## Bjoern Werner 40.84400 44.46410 74
## Trent Murphy 50.94670 53.54531 76
## Jonathan Massaquoi 43.55412 44.26323 73
## Anthony Barr 81.57346 78.48149 85
## Shaquille Riddick 35.99882 32.15359 61
## Cornelius Washington 38.43582 35.01581 69
## Markus Golden 26.95525 26.66979 64
## James Harrison 52.66619 63.87855 84
## Preston Smith 38.61607 39.01056 70
## Ryan Kerrigan 79.34001 83.44546 90
## John Simon 42.83808 43.03293 72
## Kyle Emanuel 25.54573 26.20828 63
## Anthony Chickillo 21.56524 20.48441 64
## Frank Zombo 38.39130 37.80245 73
## Zach Vigil 32.07493 25.09627 62
## Colton Underwood 32.71203 31.73838 67
## Dezman Moses 31.51853 33.29565 67
## Ray Ray Armstrong 39.03599 35.31077 67
## Ronald Powell 33.95761 28.44318 64
## Emmanuel Lamur 54.43124 53.15567 74
## Neiron Ball 30.24043 23.52865 62
## Jarvis Jones 36.28550 39.59170 71
## Randell Johnson 37.73653 36.70550 69
## Lorenzo Mauldin 39.79523 41.65944 67
## Erik Walden 56.47346 62.69698 79
## Jo-Lonn Dunbar 50.89625 53.69262 76
## Justin Durant 74.08288 72.86018 84
## Kevin Reddick 33.97907 31.78042 69
## Vincent Rey 58.40005 55.29618 78
## Trevardo Williams 42.56612 38.45738 64
## Brooks Reed 59.82053 60.91270 80
## Lorenzo Alexander 31.88040 46.15807 76
## David Bass 32.27450 36.45497 64
## Nate Orchard 38.25074 42.91712 68
## Spencer Paysinger 49.76550 51.18115 76
## Devon Kennard 62.51177 63.16106 79
## Arthur Moats 64.96814 69.00464 80
## Akeem Ayers 63.61292 64.12866 81
## Ahmad Brooks 48.40646 50.51792 80
## DeAndre Levy 83.56348 83.89710 93
## Kyle Van Noy 47.93574 43.53634 72
## Rufus Johnson 30.22637 31.70868 66
## K.J. Wright 70.20720 71.55064 86
## Tyler Starr 35.19000 33.93028 63
## Armonty Bryant 34.06960 35.97306 64
## Khalil Mack 88.33750 86.36295 91
## Jason Babin 49.79550 57.53571 79
## Andy Mulumba 39.17055 41.47098 68
## Lerentee McCray 39.43645 39.57546 69
## Dekoda Watson 63.34078 56.59892 74
## Sio Moore 64.98524 64.03876 80
## Adarius Glanton 32.77191 26.49287 64
## John Lotulelei 29.75925 28.25452 68
## Hau'oli Kikaha 34.94345 39.28027 66
## Za'Darius Smith 17.55350 18.58084 61
## Jackson Jeffcoat 29.56065 26.99738 63
## Aaron Lynch 63.40920 64.92223 79
## Aldon Smith 80.55264 82.67256 89
## Cam Johnson 27.92234 26.69155 64
## Shaq Thompson 50.06136 43.68899 72
## Nate Askew 36.63603 26.29477 60
## Sean Porter 49.24357 47.74702 70
## Tony Steward 32.80116 26.62404 65
## Anthony Hitchens 47.55015 45.53612 75
## Jonathan Casillas 59.16551 55.26936 76
## Bruce Irvin 75.79386 72.61686 84
## Gerald Hodges 62.76325 61.97715 80
## Thomas Davis 80.72041 81.19317 90
## Jelani Jenkins 66.06783 64.07509 79
## Telvin Smith 71.76780 64.50377 79
## A.J. Tarpley 29.26176 23.79666 64
## Marquis Spruill 45.86675 42.57902 68
## LaRoy Reynolds 45.93031 40.82483 73
## Nigel Bradham 71.50634 68.63459 83
## Andrew Hudson 16.25726 15.89427 56
## Bruce Carter 66.11124 63.76592 78
## Brandon Hepburn 39.29628 35.20971 70
## Kevin Pierre-Louis 51.64594 41.44622 70
## Edmond Robinson 28.20422 20.06910 59
## Brandon Watts 35.91675 23.34761 61
## Korey Toomer 38.10376 30.18464 63
## Jadeveon Clowney 67.72459 65.66458 78
## Jason Williams 44.51010 37.79213 67
## Jonathan Newsome 53.30530 55.61002 75
## Mark Nzeocha 25.46693 18.72702 58
## Kyle Wilber 61.46310 61.53574 77
## Khairi Fortt 37.30527 31.97858 68
## Eli Harold 46.70185 42.01508 66
## Sam Montgomery 29.87834 29.72962 65
## Larry Dean 37.53318 29.88107 65
## Tourek Williams 36.70576 41.61458 70
## Trevor Reilly 45.92342 46.65654 69
## Benardrick McKinney 44.42282 39.62676 72
## Corey Lemonier 52.36700 51.58149 71
## Keith Rivers 56.60412 55.12825 76
## Darius Fleming 38.13457 36.94113 67
## Josh Kaddu 26.39296 20.85474 64
## Bud Dupree 55.22981 49.59475 73
## Kwon Alexander 34.90307 25.85005 63
## Sean Lee 74.94195 74.75430 89
## Jordan Zumwalt 28.62418 25.43857 65
## P.J. Dawson 41.61410 36.30213 72
## Malcolm Smith 60.03927 55.81693 77
## Mike Morgan 50.61108 44.20815 73
## Mike Neal 45.15383 52.71953 76
## Lamarr Houston 45.14160 53.10594 77
## Willie Young 42.97836 52.88639 72
## Jordan Tripp 37.71143 31.91782 66
## Michael Mauti 20.90269 20.53010 66
## Jayson DiManche 52.57919 47.84659 70
## Ikemefuna Enemkpali 27.29463 33.13063 68
## Parys Haralson 57.92087 65.66840 79
## Calvin Pace 40.29579 47.07627 77
## Marcus Smith 43.69093 40.23729 70
## Bryan Braman 38.35126 40.66866 72
## Marshall McFadden 30.17382 31.76710 64
## Elvis Dumervil 76.53655 85.21287 88
## Scott Solomon 31.97561 37.25339 69
## Josh Martin 38.32989 36.44848 68
## Kaelin Burnett 50.60083 46.97055 70
## Pernell McPhee 71.99529 80.71304 87
## Victor Butler 55.07540 60.15936 76
## Kourtnei Brown 24.10983 23.16569 62
## Terrell Suggs 80.66363 87.00946 93
## Connor Barwin 75.98195 79.38950 87
## Joe Kruger 30.99862 32.37155 67
## Chris McCain 49.94115 48.95875 70
## Shane Ray 53.64658 53.47344 72
## Melvin Ingram 67.19611 69.98116 79
## Cordarro Law 28.78060 35.47724 64
## Jayrone Elliott 44.66516 45.12505 68
## Mark Herzlich 35.59042 38.60221 75
## Shea McClellin 63.32733 64.34848 78
## Adrian Hubbard 28.78903 24.69810 64
## Matt Shaughnessy 43.76175 49.87707 79
## Justin Houston 91.81608 93.54282 97
## Nick Perry 63.57523 62.89946 79
## Kasim Edebali 30.36186 30.91642 66
## A.J. Klein 45.30964 41.88445 74
## Cameron Lawrence 36.91472 33.55057 69
## Chris Carter 48.99072 49.61761 70
## Von Miller 95.07007 95.45661 97
## DeMarcus Ware 62.48012 66.96418 83
## Anthony Spencer 55.91732 60.96296 76
## Davis Tull 40.38733 35.05733 62
## Jamie Collins 84.16018 83.93375 90
## Jonathan Freeny 42.37451 43.27479 71
## Whitney Mercilus 62.58049 63.09758 80
## Paul Kruger 76.46892 83.33746 88
## Courtney Upshaw 57.04152 61.12776 80
## Julian Stanford 59.12654 51.27588 72
## Chad Greenway 54.75440 58.60412 80
## Barkevious Mingo 77.14543 76.69423 82
## Deiontrez Mount 26.69598 20.99398 59
## Junior Galette 81.56688 87.39746 89
## Marquis Flowers 34.81710 25.59938 66
## Alec Ogletree 74.67152 72.18000 81
## Lavonte David 85.89644 83.43313 91
## Nate Palmer 40.77366 40.05465 66
## Dee Ford 62.02576 61.08175 74
## Quinton Coples 58.87694 61.87924 79
## Robert Mathis 78.03147 84.17479 87
## Brandon Graham 72.67614 78.25268 86
## LaMarr Woodley 41.40978 46.86230 77
## Julius Peppers 77.19802 83.67650 88
## Dont'a Hightower 82.57554 83.29246 93
## Jason Ankrah 27.11214 27.63213 64
## Josh Bynes 45.61611 49.16057 75
## Chris White 28.37272 26.82629 69
## Alex Okafor 39.02594 46.49240 73
## O'Brien Schofield 54.47621 57.86930 74
## Derrick Morgan 74.33510 79.31363 87
## Vontaze Burfict 62.77374 66.89768 86
## J.T. Thomas 54.24119 50.80857 75
## Jared Allen 44.21773 55.04926 79
## Brian Orakpo 72.93858 75.64051 87
## Tamba Hali 72.22758 79.59017 90
## Trent Cole 69.56035 76.71790 82
## [1] 0.37853993 0.20885562 0.22632312 0.10109099 0.08519034
## Awareness Tackling And Coverage Power Finesse Pass Rushing
## 1 0.2554215 0.1968513 0.2495819 0.12592309
## 2 0.3350958 0.2018336 0.2650409 0.12223488
## 3 0.3277849 0.2543009 0.1731882 0.09469931
## 4 0.2420928 0.2022306 0.1571595 0.19479720
## 5 0.3046307 0.1666916 0.1942490 0.23178805
## Speed
## 1 0.17222222
## 2 0.07579486
## 3 0.15002671
## 4 0.20371986
## 5 0.10264062
## [1] 0.1753649 0.4997081 0.3249270
## Speed And Coverage Tackling And Awareness Power And Pass Rushing
## 1 0.2419380 0.3705849 0.3874771
## 2 0.2283713 0.4695518 0.3020769
## 3 0.3301495 0.4230317 0.2468188
## 4 0.3968586 0.3253193 0.2778221
## 5 0.1359427 0.4857654 0.3782920